CyberSensei (OP)
Jr. Member
Offline
Activity: 154
Merit: 6
Hello World!
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 19, 2018, 08:59:29 AM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon | 13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,23 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi67.tinypic.com%2F34fk7r5.png&t=665&c=BYtf6cajiPSTSg) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 19.06.2018 tarihli tahmin eklenmiştir. 6772,277341
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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sniper23
Newbie
Offline
Activity: 140
Merit: 0
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 20, 2018, 09:48:40 AM |
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Bu yapay zekayı kendiniz mi programlanıdız?
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CyberSensei (OP)
Jr. Member
Offline
Activity: 154
Merit: 6
Hello World!
|
![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 20, 2018, 11:11:13 AM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,18 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi68.tinypic.com%2Facyfcx.png&t=665&c=oFCp2Sbq2CMEKQ) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 20.06.2018 tarihli tahmin eklenmiştir. 6772,277341[/color
Bu yapay zekayı kendiniz mi programlanıdız?
Merhaba algoritmalar için hazır kütüphane kullandım o kütüphaneleri kullanarak model geliştirme kısmını programladım.
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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teramit
Legendary
Offline
Activity: 1875
Merit: 1395
The Last Cryptocoin Burner
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 21, 2018, 12:55:24 AM |
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Genel olarak bakınca ilk günler ne kadar kötüyse hala o kadar kötü, halbuki yapay zekanın gelişme göstermesi ilerlemesi lazım. Herhalde yıllar sürecek bunun ilerlemesi ![Wink](https://bitcointalk.org/Smileys/default/wink.gif)
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CyberSensei (OP)
Jr. Member
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Activity: 154
Merit: 6
Hello World!
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June 21, 2018, 10:47:01 AM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | 6753 | -19,27734055 | 0,29 | V2.1.0 | 21.06.2018 | 6769,888491 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,14 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi67.tinypic.com%2F1znbyag.png&t=665&c=bX-u23iftIzxOA) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 21.06.2018 tarihli tahmin eklenmiştir. 6769,888491Genel olarak bakınca ilk günler ne kadar kötüyse hala o kadar kötü, halbuki yapay zekanın gelişme göstermesi ilerlemesi lazım. Herhalde yıllar sürecek bunun ilerlemesi ![Wink](https://bitcointalk.org/Smileys/default/wink.gif) Çook çok iyi olmasını beklemiyorum açıkcası benim hedefim %7 sapma civarıydı şuanda bunun çok aşağısındayım benim için başarılı bir proje ![Smiley](https://bitcointalk.org/Smileys/default/smiley.gif)
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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simgesimge
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Activity: 101
Merit: 0
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 21, 2018, 08:51:06 PM |
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İlk grafik harika görünüyor siteden bütün karşılaştırmaları kontrol edecem çalışmanız bitip makalenizi ya da tezinizi yazdıktan sonra algoritmanızı bizimle de paylaşırsanız bizim için çok faydalı olur
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thewarriors
Full Member
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Activity: 350
Merit: 100
EndChain - Complete Logistical Solution
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 24, 2018, 07:27:35 PM |
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Güzel bir projeydi en başından beri takip ediyorum fakat makine öğrenmesini sinyal bot uygulamasına entegre edip otarz bir şeyler yapılsa ve piyasaya sürülse çok daha güzel para kazandıracağını düşünüyorum.
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CyberSensei (OP)
Jr. Member
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Activity: 154
Merit: 6
Hello World!
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 24, 2018, 07:48:10 PM |
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Güzel bir projeydi en başından beri takip ediyorum fakat makine öğrenmesini sinyal bot uygulamasına entegre edip otarz bir şeyler yapılsa ve piyasaya sürülse çok daha güzel para kazandıracağını düşünüyorum.
Merhaba, Para kazanmak için yaptığım bir uygulama değildi ![Smiley](https://bitcointalk.org/Smileys/default/smiley.gif) zaten öyle olsa ne makaleyi nede kodlarımı paylaşırdım ama kendimce enazından kendime sinyal oluşturan bir bot yazabilirim ![Smiley](https://bitcointalk.org/Smileys/default/smiley.gif) Orasını zaman gösterecek diğer projelerimden boş vakit bulabilirsem eğer ![Smiley](https://bitcointalk.org/Smileys/default/smiley.gif)
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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kardil
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Activity: 126
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June 24, 2018, 08:00:39 PM |
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Çok önemli bir çalışma olmuş. Birebir aynı olmasını beklemiyoruz tabi de günlük tahminler neredeyse tutuyor gibi, sitenizi kullanmayı beceremedim biraz daha uğraşacağım
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CyberSensei (OP)
Jr. Member
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Activity: 154
Merit: 6
Hello World!
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 25, 2018, 06:32:38 PM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comMakale ve kaynak kodlarım: https://github.com/CyberSensei1/mlcoinpredict/tree/masterTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | 6753 | -19,27734055 | 0,29 | V2.1.0 | 21.06.2018 | 6769,888491 | 6712,632766 | -57,25572554 | 0,85 | V2.1.0 | 22.06.2018 | 6768,481117 | 6041,6665 | -726,8146171 | 12,03 | V2.1.0 | 23.06.2018 | 6512,529267 | 6164,342518 | -348,1867496 | 5,65 | V2.1.0 | 24.06.2018 | 6512,529267 | 6151,8143 | -360,7149675 | 5,86 | V2.1.0 | 25.06.2018 | 6512,529267 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,22 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi64.tinypic.com%2F307n8ti.png&t=665&c=awyG1WT41MAIsg) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 25.06.2018 tarihli tahmin eklenmiştir. 6512,529267
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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teramit
Legendary
Offline
Activity: 1875
Merit: 1395
The Last Cryptocoin Burner
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 25, 2018, 06:42:54 PM |
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Açık kaynak oldu kodlar yazılımcı arkadaşlar La bi el atında düzeltin şu makineyi sapıtıyor hala arada. 2 gün learning 3 gün forgetting yapıyor ![Grin](https://bitcointalk.org/Smileys/default/grin.gif)
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CyberSensei (OP)
Jr. Member
Offline
Activity: 154
Merit: 6
Hello World!
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 26, 2018, 08:04:51 PM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comMakale ve kaynak kodlarım: https://github.com/CyberSensei1/mlcoinpredict/tree/masterTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | 6753 | -19,27734055 | 0,29 | V2.1.0 | 21.06.2018 | 6769,888491 | 6712,632766 | -57,25572554 | 0,85 | V2.1.0 | 22.06.2018 | 6768,481117 | 6041,6665 | -726,8146171 | 12,03 | V2.1.0 | 23.06.2018 | 6512,529267 | 6164,342518 | -348,1867496 | 5,65 | V2.1.0 | 24.06.2018 | 6512,529267 | 6151,8143 | -360,7149675 | 5,86 | V2.1.0 | 25.06.2018 | 6512,529267 | 6240,000002 | -272,5292658 | 4,37 | V2.1.0 | 26.06.2018 | 6476,457771 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,22 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi65.tinypic.com%2Fkdae4y.png&t=665&c=oMyO3VVYRq2mow) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 26.06.2018 tarihli tahmin eklenmiştir. 6476,457771Açık kaynak oldu kodlar yazılımcı arkadaşlar La bi el atında düzeltin şu makineyi sapıtıyor hala arada. 2 gün learning 3 gün forgetting yapıyor ![Grin](https://bitcointalk.org/Smileys/default/grin.gif) Aynen hep beraber geliştirelim ![Smiley](https://bitcointalk.org/Smileys/default/smiley.gif)
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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CyberSensei (OP)
Jr. Member
Offline
Activity: 154
Merit: 6
Hello World!
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 27, 2018, 10:41:43 AM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comMakale ve kaynak kodlarım: https://github.com/CyberSensei1/mlcoinpredict/tree/masterTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | 6753 | -19,27734055 | 0,29 | V2.1.0 | 21.06.2018 | 6769,888491 | 6712,632766 | -57,25572554 | 0,85 | V2.1.0 | 22.06.2018 | 6768,481117 | 6041,6665 | -726,8146171 | 12,03 | V2.1.0 | 23.06.2018 | 6512,529267 | 6164,342518 | -348,1867496 | 5,65 | V2.1.0 | 24.06.2018 | 6512,529267 | 6151,8143 | -360,7149675 | 5,86 | V2.1.0 | 25.06.2018 | 6512,529267 | 6240,000002 | -272,5292658 | 4,37 | V2.1.0 | 26.06.2018 | 6476,457771 | 6078,4 | -398,0577708 | 6,55 | V2.1.0 | 27.06.2018 | 6319,126532 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,25 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi64.tinypic.com%2F2gw98nm.png&t=665&c=fJEyP74kFIQEaA) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 27.06.2018 tarihli tahmin eklenmiştir. 6319,126532[/color
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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CyberSensei (OP)
Jr. Member
Offline
Activity: 154
Merit: 6
Hello World!
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 29, 2018, 09:09:55 AM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comMakale ve kaynak kodlarım: https://github.com/CyberSensei1/mlcoinpredict/tree/masterTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | 6753 | -19,27734055 | 0,29 | V2.1.0 | 21.06.2018 | 6769,888491 | 6712,632766 | -57,25572554 | 0,85 | V2.1.0 | 22.06.2018 | 6768,481117 | 6041,6665 | -726,8146171 | 12,03 | V2.1.0 | 23.06.2018 | 6512,529267 | 6164,342518 | -348,1867496 | 5,65 | V2.1.0 | 24.06.2018 | 6512,529267 | 6151,8143 | -360,7149675 | 5,86 | V2.1.0 | 25.06.2018 | 6512,529267 | 6240,000002 | -272,5292658 | 4,37 | V2.1.0 | 26.06.2018 | 6476,457771 | 6078,4 | -398,0577708 | 6,55 | V2.1.0 | 27.06.2018 | 6319,126532 | 6137,870579 | -181,2559532 | 2,95 | V2.1.0 | 28.06.2018 | 6065,647457 | 5872,999999 | -192,6474575 | 3,28 | V2.1.0 | 29.06.2018 | 6220,289026 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,22 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi65.tinypic.com%2Fw7zvwg.png&t=665&c=eTJbVUG-lIjHvg) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 29.06.2018 tarihli tahmin eklenmiştir.
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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markandum
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June 29, 2018, 10:47:13 PM |
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Bende bu tür algoritmaların çok işe yarayacağını düşünmüyorum. bana gereksi bir çalışma gibi gelikyor eğer öyle olsaydı bu işten başka iş yapmaya ihtiyaç duymazdı millet. oturduğu yerden para kazanırdı.
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CyberSensei (OP)
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Hello World!
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
June 30, 2018, 08:15:34 PM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comMakale ve kaynak kodlarım: https://github.com/CyberSensei1/mlcoinpredict/tree/masterTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | 6753 | -19,27734055 | 0,29 | V2.1.0 | 21.06.2018 | 6769,888491 | 6712,632766 | -57,25572554 | 0,85 | V2.1.0 | 22.06.2018 | 6768,481117 | 6041,6665 | -726,8146171 | 12,03 | V2.1.0 | 23.06.2018 | 6512,529267 | 6164,342518 | -348,1867496 | 5,65 | V2.1.0 | 24.06.2018 | 6512,529267 | 6151,8143 | -360,7149675 | 5,86 | V2.1.0 | 25.06.2018 | 6512,529267 | 6240,000002 | -272,5292658 | 4,37 | V2.1.0 | 26.06.2018 | 6476,457771 | 6078,4 | -398,0577708 | 6,55 | V2.1.0 | 27.06.2018 | 6319,126532 | 6137,870579 | -181,2559532 | 2,95 | V2.1.0 | 28.06.2018 | 6065,647457 | 5872,999999 | -192,6474575 | 3,28 | V2.1.0 | 29.06.2018 | 6220,289026 | 6197,500001 | -22,7890254 | 0,37 | V2.1.0 | 30.06.2018 | 6272,239589 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,19 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi64.tinypic.com%2F34sfb00.png&t=665&c=J0ZIj_DHerzSlQ) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 30.06.2018 tarihli tahmin eklenmiştir. 6272,239589
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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CyberSensei (OP)
Jr. Member
Offline
Activity: 154
Merit: 6
Hello World!
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
July 01, 2018, 11:56:12 AM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comMakale ve kaynak kodlarım: https://github.com/CyberSensei1/mlcoinpredict/tree/masterTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | 6753 | -19,27734055 | 0,29 | V2.1.0 | 21.06.2018 | 6769,888491 | 6712,632766 | -57,25572554 | 0,85 | V2.1.0 | 22.06.2018 | 6768,481117 | 6041,6665 | -726,8146171 | 12,03 | V2.1.0 | 23.06.2018 | 6512,529267 | 6164,342518 | -348,1867496 | 5,65 | V2.1.0 | 24.06.2018 | 6512,529267 | 6151,8143 | -360,7149675 | 5,86 | V2.1.0 | 25.06.2018 | 6512,529267 | 6240,000002 | -272,5292658 | 4,37 | V2.1.0 | 26.06.2018 | 6476,457771 | 6078,4 | -398,0577708 | 6,55 | V2.1.0 | 27.06.2018 | 6319,126532 | 6137,870579 | -181,2559532 | 2,95 | V2.1.0 | 28.06.2018 | 6065,647457 | 5872,999999 | -192,6474575 | 3,28 | V2.1.0 | 29.06.2018 | 6220,289026 | 6197,500001 | -22,7890254 | 0,37 | V2.1.0 | 30.06.2018 | 6272,239589 | 6390,523688 | 118,2840988 | 1,85 | V2.1.0 | 1.07.2018 | 6684,538116 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,19 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi66.tinypic.com%2F105brr7.png&t=665&c=pD96IEpCYJsdYw) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 01.07.2018 tarihli tahmin eklenmiştir. 6684,538116
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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CyberSensei (OP)
Jr. Member
Offline
Activity: 154
Merit: 6
Hello World!
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![](https://bitcointalk.org/Themes/custom1/images/post/xx.gif) |
July 02, 2018, 08:08:11 PM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comMakale ve kaynak kodlarım: https://github.com/CyberSensei1/mlcoinpredict/tree/masterTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | 6753 | -19,27734055 | 0,29 | V2.1.0 | 21.06.2018 | 6769,888491 | 6712,632766 | -57,25572554 | 0,85 | V2.1.0 | 22.06.2018 | 6768,481117 | 6041,6665 | -726,8146171 | 12,03 | V2.1.0 | 23.06.2018 | 6512,529267 | 6164,342518 | -348,1867496 | 5,65 | V2.1.0 | 24.06.2018 | 6512,529267 | 6151,8143 | -360,7149675 | 5,86 | V2.1.0 | 25.06.2018 | 6512,529267 | 6240,000002 | -272,5292658 | 4,37 | V2.1.0 | 26.06.2018 | 6476,457771 | 6078,4 | -398,0577708 | 6,55 | V2.1.0 | 27.06.2018 | 6319,126532 | 6137,870579 | -181,2559532 | 2,95 | V2.1.0 | 28.06.2018 | 6065,647457 | 5872,999999 | -192,6474575 | 3,28 | V2.1.0 | 29.06.2018 | 6220,289026 | 6197,500001 | -22,7890254 | 0,37 | V2.1.0 | 30.06.2018 | 6272,239589 | 6390,523688 | 118,2840988 | 1,85 | V2.1.0 | 1.07.2018 | 6684,538116 | 6348,8 | -335,7381161 | 5,29 | V2.1.0 | 2.07.2018 | 6684,538116 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,17 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi65.tinypic.com%2F2z73l1z.png&t=665&c=XsY-SSi4G2hmbQ) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 02.07.2018 tarihli tahmin eklenmiştir. 6684,538116
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Machine Learning BTC Price Predict: http://mlcoinpredict.com/ Altcoin Mining Pool:https://altcoinpool.club/
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CyberSensei (OP)
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Activity: 154
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Hello World!
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July 04, 2018, 04:37:05 PM |
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Merhaba arkadaşlar bugünden başlayarak geliştirdiğim machine learning traininginin sonuçlarını elimden geldiğince hergün paylaşmaya çalışacağım. Şuan için algoritma Poloniex den USD_BTC günlük verilerinin; high, low, open, close, volume, quoteVolume, weightedAverage dataları üzerinden eğitildi ve bu verilere göre bir sonraki günün High Close değerini tahminleme yapmaktadır. Yeni websitem yayındadır. Artık güncel tahminleri site üzerindende takip edebilirsiniz: http://www.mlcoinpredict.comMakale ve kaynak kodlarım: https://github.com/CyberSensei1/mlcoinpredict/tree/masterTahminleme:Sayısal:Tarih | Tahmin | Gerçekleşen | Fark | Sapma | ModelVersiyon |
13.03.2018 | 8976,317172 | 8731,113525 | -245,2036472 | 2,81 | V1 | 14.03.2018 | 8477,03999 | 8337,79648 | -139,2435102 | 1,67 | V1 | 15.03.2018 | 8280,859692 | 8437,7648 | 156,905108 | 1,86 | V1 | 16.03.2018 | 8329,696946 | 8258,663731 | -71,0332146 | 0,86 | V2 (Günlük Close) | 17.03.2018 | 9469,999983 | 7850 | -1619,999983 | 20,64 | V2.0.1 | 18.03.2018 | 8111,344997 | 8200,492702 | 89,14770557 | 1,09 | V2.0.1 | 19.03.2018 | 8111,344997 | 8611 | 499,6550033 | 5,80 | V2.0.1 | 20.03.2018 | 9469,999983 | 8886,888597 | -583,1113864 | 6,56 | V2.0.1 | 21.03.2018 | 9469,999983 | 8905,700967 | -564,2990162 | 6,34 | V2.0.1 | 22.03.2018 | 9469,999983 | 8712,007204 | -757,9927791 | 8,70 | V2.0.1 | 23.03.2018 | 8670,441763 | 8712,007204 | 41,56544097 | 0,48 | V2.0.2 | 24.03.2018 | 8934,660979 | 8907,7 | -26,96097946 | 0,30 | V2.1.0 | 25.03.2018 | 8493,148073 | 8454,814447 | -38,33362605 | 0,45 | V2.1.0 | 26.03.2018 | 9469,999983 | 8116,523046 | -1353,476937 | 16,68 | V2.1.0 | 27.03.2018 | 8326,875008 | 7782,716713 | -544,1582952 | 6,99 | V2.1.0 | 28.03.2018 | 7951 | 7943,583816 | -7,41618365 | 0,09 | V2.1.0 | 29.03.2018 | 8009,373293 | 7080,402768 | -928,970525 | 13,12 | V2.1.0 | 30.03.2018 | 7659,969799 | 6837,725325 | -822,2444735 | 12,03 | V2.1.0 | 31.03.2018 | 7127,338161 | 6933,879205 | -193,4589557 | 2,79 | V2.1.0 | 1.04.2018 | 7256,693464 | 6823,020401 | -433,6730627 | 6,36 | V2.1.0 | 2.04.2018 | 6945,494074 | 7058,894148 | 113,4000738 | 1,61 | V2.1.0 | 3.04.2018 | 6931,885888 | 7412,270339 | 480,3844506 | 6,48 | V2.1.0 | 4.04.2018 | 7052,834962 | 6769,945088 | -282,8898733 | 4,18 | V2.1.0 | 5.04.2018 | 7078,508917 | 6775 | -303,508917 | 4,48 | V2.1.0 | 6.04.2018 | 7057,937995 | 6613,545638 | -444,3923576 | 6,72 | V2.1.0 | 7.04.2018 | 7040,25437 | 6890 | -150,2543704 | 2,18 | V2.1.0 | 8.04.2018 | 6880,957851 | 7030 | 149,0421489 | 2,12 | V2.1.0 | 9.04.2018 | 6881,962534 | 6761,537785 | -120,4247498 | 1,78 | V2.1.0 | 10.04.2018 | 6896,766281 | 6834 | -62,76628092 | 0,92 | V2.1.0 | 11.04.2018 | 6901,172837 | 6966,460062 | 65,28722596 | 0,94 | V2.1.0 | 12.04.2018 | 6896,005695 | 7929,999999 | 1033,994303 | 13,04 | V2.1.0 | 13.04.2018 | 7649,478221 | 7875 | 225,5217793 | 2,86 | V2.1.0 | 14.04.2018 | 7999,974796 | 7996 | -3,974796597 | 0,05 | V2.1.0 | 15.04.2018 | 8255,423452 | 8356 | 100,5765483 | 1,20 | V2.1.0 | 16.04.2018 | 8241,011038 | 8060 | -181,0110377 | 2,25 | V2.1.0 | 17.04.2018 | 8247,063088 | 7891,1 | -355,9630883 | 4,51 | V2.1.0 | 18.04.2018 | 8237,709934 | 8164,190618 | -73,51931639 | 0,90 | V2.1.0 | 19.04.2018 | 8221,204699 | 8286,999998 | 65,79529896 | 0,79 | V2.1.0 | 20.04.2018 | 8218,61315 | 8860 | 641,3868502 | 7,24 | V2.1.0 | 21.04.2018 | 8597,650954 | 8931,999998 | 334,3490449 | 3,74 | V2.1.0 | 22.04.2018 | 8597,650954 | 8791,999999 | 194,3490455 | 2,21 | V2.1.0 | 23.04.2018 | 8488,35637 | 8934,977783 | 446,6214126 | 5,00 | V2.1.0 | 24.04.2018 | 8635,415103 | 9633,630952 | 998,2158487 | 10,36 | V2.1.0 | 25.04.2018 | 9792,444341 | 8860,024074 | -932,420267 | 10,52 | V2.1.0 | 26.04.2018 | 9120,702345 | 9286 | 165,2976553 | 1,78 | V2.1.0 | 27.04.2018 | 9857,500000 | 8920,01 | -937,4900001 | 10,51 | V2.1.0 | 28.04.2018 | 9341,98048 | 9330,761257 | -11,21922267 | 0,12 | V2.1.0 | 29.04.2018 | 8960,446625 | 9423,799996 | 463,3533717 | 4,92 | V2.1.0 | 30.04.2018 | 8942,240653 | 9218,792931 | 276,552278 | 3,00 | V2.1.0 | 1.05.2018 | 9022,085907 | 9218,792931 | 196,7070238 | 2,13 | V2.1.0 | 2.05.2018 | 8778,332575 | 9245 | 466,6674246 | 5,05 | V2.1.0 | 3.05.2018 | 9090,563238 | 9.746 | 655,5196241 | 6,73 | V2.1.0 | 4.05.2018 | 9004,851370 | 9719,999999 | 715,1486287 | 7,36 | V2.1.0 | 5.05.2018 | 10156,181298 | 9878,367954 | -277,8133438 | 2,81 | V2.1.0 | 6.05.2018 | 10083,484415 | 9670 | -413,4844151 | 4,28 | V2.1.0 | 7.05.2018 | 9638,091161 | 9390 | -248,0911614 | 2,64 | V2.1.0 | 8.05.2018 | 9211,669277 | 9020 | -191,6692772 | 2,12 | V2.1.0 | 9.05.2018 | 8901,250038 | 9300,4 | 399,149962 | 4,29 | V2.1.0 | 10.05.2018 | 9210,145095 | 9020 | -190,145095 | 2,11 | V2.1.0 | 11.05.2018 | 9320,340540 | 8385,231466 | -935,1090737 | 11,15 | V2.1.0 | 12.05.2018 | 8248,187054 | 8471,752489 | 223,5654355 | 2,64 | V2.1.0 | 13.05.2018 | 8248,187054 | 8701,613284 | 453,4262299 | 5,21 | V2.1.0 | 14.05.2018 | 8760,848245 | 8671 | -89,84824455 | 1,04 | V2.1.0 | 15.05.2018 | 8757,557413 | 8449,740002 | -307,8174116 | 3,64 | V2.1.0 | 16.05.2018 | 8257,129671 | 8336,803816 | 79,67414442 | 0,96 | V2.1.0 | 17.05.2018 | 8257,129671 | 8050 | -207,1296713 | 2,57 | V2.1.0 | 18.05.2018 | 8260,194061 | 8240 | -20,19406148 | 0,25 | V2.1.0 | 19.05.2018 | 8252,409096 | 8219,5 | -32,909096 | 0,40 | V2.1.0 | 20.05.2018 | 8251,965914 | 8525 | 273,0340858 | 3,20 | V2.1.0 | 21.05.2018 | 8847,403750 | 8381,242778 | -466,1609715 | 5,56 | V2.1.0 | 22.05.2018 | 8315,537058 | 7985,231216 | -330,3058421 | 4,14 | V2.1.0 | 23.05.2018 | 8110,254948 | 7509 | -601,2549482 | 8,01 | V2.1.0 | 24.05.2018 | 6954,797855 | 7575,000001 | 620,2021467 | 8,19 | V2.1.0 | 25.05.2018 | 7080,402768 | 7450,000002 | 369,5972337 | 4,96 | V2.1.0 | 26.05.2018 | 6954,797855 | 7331,756869 | 376,9590149 | 5,14 | V2.1.0 | 27.05.2018 | 6954,797855 | 7347,476167 | 392,6783128 | 5,34 | V2.1.0 | 28.05.2018 | 7409,405644 | 7100 | -309,4056435 | 4,36 | V2.1.0 | 29.05.2018 | 7010,143334 | 7456,493412 | 446,3500777 | 5,99 | V2.1.0 | 30.05.2018 | 7010,143334 | 7381 | 370,8566659 | 5,02 | V2.1.0 | 31.05.2018 | 7292,965537 | 7490 | 197,034463 | 2,63 | V2.1.0 | 1.06.2018 | 7842,557276 | 7530 | -312,5572766 | 4,15 | V2.1.0 | 2.06.2018 | 7276,837061 | 7644,228132 | 367,3910714 | 4,81 | V2.1.0 | 3.06.2018 | 7621,812463 | 7710 | 88,18753691 | 1,14 | V2.1.0 | 4.06.2018 | 7624,054030 | 7487,935522 | -136,1185083 | 1,82 | V2.1.0 | 5.06.2018 | 7659,194321 | 7622,730026 | -36,46429531 | 0,48 | V2.1.0 | 6.06.2018 | 7619,872985 | 7650,000002 | 30,12701717 | 0,39 | V2.1.0 | 7.06.2018 | 7643,215621 | 7694,093517 | 50,87789522 | 0,66 | V2.1.0 | 8.06.2018 | 7643,700220 | 7610,621651 | -33,07856938 | 0,43 | V2.1.0 | 9.06.2018 | 7647,059773 | 7490 | -157,0597732 | 2,10 | V2.1.0 | 10.06.2018 | 7644,782391 | 6763,9132 | -880,869191 | 13,02 | V2.1.0 | 11.06.2018 | 6995,493876 | 6874,596078 | -120,8977977 | 1,76 | V2.1.0 | 12.06.2018 | 6995,493876 | 6540 | -455,4938757 | 6,96 | V2.1.0 | 13.06.2018 | 6300,000000 | 6292,300843 | -7,69915767 | 0,12 | V2.1.0 | 14.06.2018 | 6076,608922 | 6626,92864 | 550,3197176 | 8,30 | V2.1.0 | 15.06.2018 | 6816,291353 | 6376,151227 | -440,1401266 | 6,90 | V2.1.0 | 16.06.2018 | 6142,433614 | 6483,839624 | 341,4060093 | 5,27 | V2.1.0 | 17.06.2018 | 6495,406395 | 6442 | -53,40639476 | 0,83 | V2.1.0 | 18.06.2018 | 6493,753999 | 6714,485415 | 220,7314159 | 3,29 | V2.1.0 | 19.06.2018 | 6772,277341 | 6746 | -26,27734055 | 0,39 | V2.1.0 | 20.06.2018 | 6772,277341 | 6753 | -19,27734055 | 0,29 | V2.1.0 | 21.06.2018 | 6769,888491 | 6712,632766 | -57,25572554 | 0,85 | V2.1.0 | 22.06.2018 | 6768,481117 | 6041,6665 | -726,8146171 | 12,03 | V2.1.0 | 23.06.2018 | 6512,529267 | 6164,342518 | -348,1867496 | 5,65 | V2.1.0 | 24.06.2018 | 6512,529267 | 6151,8143 | -360,7149675 | 5,86 | V2.1.0 | 25.06.2018 | 6512,529267 | 6240,000002 | -272,5292658 | 4,37 | V2.1.0 | 26.06.2018 | 6476,457771 | 6078,4 | -398,0577708 | 6,55 | V2.1.0 | 27.06.2018 | 6319,126532 | 6137,870579 | -181,2559532 | 2,95 | V2.1.0 | 28.06.2018 | 6065,647457 | 5872,999999 | -192,6474575 | 3,28 | V2.1.0 | 29.06.2018 | 6220,289026 | 6197,500001 | -22,7890254 | 0,37 | V2.1.0 | 30.06.2018 | 6272,239589 | 6390,523688 | 118,2840988 | 1,85 | V2.1.0 | 1.07.2018 | 6684,538116 | 6348,8 | -335,7381161 | 5,29 | V2.1.0 | 2.07.2018 | 6684,538116 | 6614,231082 | -70,30703405 | 1,06 | V2.1.0 | 3.07.2018 | 6647,233881 | 6497,659409 | -149,5744717 | 2,30 | V2.1.0 | 4.07.2018 | 6643,933601 | | | | V2.1.0 |
Güncel Model Ortalam Sapması | 4,12 |
Bu sapma oranından büyük olan sapmalar yukarıdaki tabloda kırmızı altındakiler ise yeşile boyanmıştır. Grafiksel:![](https://ip.bitcointalk.org/?u=http%3A%2F%2Fi67.tinypic.com%2F2nbr9tv.png&t=665&c=6ip_MK5m7PvjTQ) *Grafik günlük olarak güncellenmektedir. Model değiştikçe eski tahminlemeler grafikte ezilmektedir. Değişiklikler: -V1 : Günlük High tahminleme -V2 : v1 de hatalı dataset fark edilip değiştirildi ve günlük high yerine close tahminlenmeye başlandı. -V2.0.1 : Temel parametre düzenlemeleri yapılıp yakınsaklık arttırıldı. -V2.0.2 : Modele eğitim tarih aralığı arttırıldı. -V2.1.0 : Model son 2 gün hariç sürekli eğitilecek hale getirildi. Twitterda link'indende takip edilebilir. 04.07.2018 tarihli tahmin eklenmiştir. 6643,933601
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