Appendix

Overview Period: November 15, 2023, to May 29, 2024

Dataset Overview

This dataset encompasses predictions generated by the AIZEN_crypto model in production from November 15, 2023, to May 29, 2024. These live predictions were utilized to validate the model's performance

Daily output data from the AI price prediction model

sMAPE by Cryptocurrency Pair:

{'TRXUSDT': 4.97217704865824, 'ETHUSDT': 5.807583191844772, 'BTCUSDT': 5.888818507802549, 'XMRUSDT': 6.599742569565265, 'XRPUSDT': 7.052596777530425, 'BNBUSDT': 7.0539366761102205, 'XLMUSDT': 7.25942992828785, 'LTCUSDT': 7.369756545745669, 'ATOMUSDT': 7.579025543500979, 'MATICUSDT': 7.770574664441199, 'XTZUSDT': 7.8133058113101255, 'ETCUSDT': 7.994006808988241, 'ZECUSDT': 8.00137481845987, 'WANUSDT': 8.09229729740945, 'TROYUSDT': 8.126938003062135, 'BANDUSDT': 8.161408516404064, 'EOSUSDT': 8.217199504298456, 'CHZUSDT': 8.332460280730851, 'VETUSDT': 8.360470559757436, 'QTUMUSDT': 8.400416945125386, 'ADAUSDT': 8.449645946413906, 'DASHUSDT': 8.457259942313113, 'DOGEUSDT': 8.467004369335687, 'WINUSDT': 8.568741267853637, 'IOSTUSDT': 8.581009570156548, 'LINKUSDT': 8.605868997050095, 'BATUSDT': 8.60963122826219, 'VITEUSDT': 8.654725888643075, 'KAVAUSDT': 8.661233803356618, 'ARPAUSDT': 8.683153157704242, 'ZILUSDT': 8.728015207246925, 'BCHUSDT': 8.769579921165857, 'NKNUSDT': 8.780273367246291, 'MTLUSDT': 8.962502147476211, 'DOCKUSDT': 9.023870017636153, 'HBARUSDT': 9.13878772293233, 'NEOUSDT': 9.168600489476354, 'KEYUSDT': 9.194934397483577, 'CELRUSDT': 9.327748054580196, 'ICXUSDT': 9.457173685822044, 'WAVESUSDT': 9.483268739019675, 'ALGOUSDT': 9.527523247343058, 'OMGUSDT': 9.597443957630365, 'DENTUSDT': 9.610360288966573, 'ENJUSDT': 9.694977359354514, 'HOTUSDT': 9.978310405846921, 'ONGUSDT': 10.01225568159401, 'ONTUSDT': 10.021224474682377, 'ANKRUSDT': 10.060984070611479, 'RVNUSDT': 10.079355235157866, 'RENUSDT': 10.082061706891663, 'ONEUSDT': 10.16858805682778, 'IOTAUSDT': 10.195512892006494, 'FUNUSDT': 10.347782840430453, 'RLCUSDT': 10.38969097961903, 'COSUSDT': 10.634151790247126, 'FTMUSDT': 10.638358133086019, 'STXUSDT': 10.660247265520605, 'TFUELUSDT': 10.993897345583509, 'NULSUSDT': 11.099730857273189, 'DUSKUSDT': 11.37567909189998, 'THETAUSDT': 11.545760092112198, 'CTXCUSDT': 11.68767640494571, 'IOTXUSDT': 12.204208593979557, 'FETUSDT': 12.570768266329429, 'ZRXUSDT': 13.60735980365572, 'PERLUSDT': 34.89498490015509}

  • Best Performing Pair: TRXUSDT (4.97%)

  • Worst Performing Pair: PERLUSDT (34.89%, has been delisted)

The model shows varying accuracy across different cryptocurrency pairs.

Individual trades, weekly trading reports, and monthly sMAPE by cryptocurrency pair

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