| { |
| "model_version": "V2", |
| "description": "CPB V2 Models - Predict [Price, Volatility]", |
| "training_date": "2025-12-23T15:17:57.075565", |
| "total_models": 20, |
| "successful_models": 20, |
| "output_format": "[price, volatility]", |
| "training_config": { |
| "epochs": 50, |
| "batch_size": 32, |
| "sequences": 1000, |
| "seq_length": 20 |
| }, |
| "training_results": [ |
| { |
| "pair": "BTC_USDT", |
| "status": "success", |
| "price_mae": 0.28202979359119124, |
| "vol_mae": 0.20821699852482145, |
| "final_loss": 0.6531294584274292 |
| }, |
| { |
| "pair": "ETH_USDT", |
| "status": "success", |
| "price_mae": 0.2969939548704216, |
| "vol_mae": 0.23550349211865643, |
| "final_loss": 0.7249482274055481 |
| }, |
| { |
| "pair": "SOL_USDT", |
| "status": "success", |
| "price_mae": 0.24599737824213114, |
| "vol_mae": 0.2238269156841527, |
| "final_loss": 0.6507957577705383 |
| }, |
| { |
| "pair": "XRP_USDT", |
| "status": "success", |
| "price_mae": 0.1892343425276654, |
| "vol_mae": 0.24371903409552775, |
| "final_loss": 0.5193474888801575 |
| }, |
| { |
| "pair": "ADA_USDT", |
| "status": "success", |
| "price_mae": 0.24674950853817343, |
| "vol_mae": 0.22200384485311964, |
| "final_loss": 0.680045485496521 |
| }, |
| { |
| "pair": "BNB_USDT", |
| "status": "success", |
| "price_mae": 0.2345927533610234, |
| "vol_mae": 0.2288226064841898, |
| "final_loss": 0.6231111884117126 |
| }, |
| { |
| "pair": "DOGE_USDT", |
| "status": "success", |
| "price_mae": 0.1990500609534189, |
| "vol_mae": 0.21193949161804113, |
| "final_loss": 0.5165679454803467 |
| }, |
| { |
| "pair": "LINK_USDT", |
| "status": "success", |
| "price_mae": 0.20061315367065505, |
| "vol_mae": 0.18618525358997112, |
| "final_loss": 0.604326069355011 |
| }, |
| { |
| "pair": "AVAX_USDT", |
| "status": "success", |
| "price_mae": 0.2871632942127071, |
| "vol_mae": 0.20625218522881716, |
| "final_loss": 0.824427604675293 |
| }, |
| { |
| "pair": "MATIC_USDT", |
| "status": "success", |
| "price_mae": 0.21036365599021875, |
| "vol_mae": 0.23040723515716888, |
| "final_loss": 0.6054806709289551 |
| }, |
| { |
| "pair": "ATOM_USDT", |
| "status": "success", |
| "price_mae": 0.37428480143934784, |
| "vol_mae": 0.21324068792349604, |
| "final_loss": 0.727975606918335 |
| }, |
| { |
| "pair": "NEAR_USDT", |
| "status": "success", |
| "price_mae": 0.25635715725568803, |
| "vol_mae": 0.21153028800396817, |
| "final_loss": 0.8896455764770508 |
| }, |
| { |
| "pair": "FTM_USDT", |
| "status": "success", |
| "price_mae": 0.2668369648330832, |
| "vol_mae": 0.21349403758543978, |
| "final_loss": 0.7302209138870239 |
| }, |
| { |
| "pair": "ARB_USDT", |
| "status": "success", |
| "price_mae": 0.21836164552606832, |
| "vol_mae": 0.24059373206231044, |
| "final_loss": 0.7455731630325317 |
| }, |
| { |
| "pair": "OP_USDT", |
| "status": "success", |
| "price_mae": 0.2654795739198489, |
| "vol_mae": 0.19523935497030198, |
| "final_loss": 0.6635895371437073 |
| }, |
| { |
| "pair": "LIT_USDT", |
| "status": "success", |
| "price_mae": 0.19267200710224514, |
| "vol_mae": 0.20269023972545852, |
| "final_loss": 0.5312430262565613 |
| }, |
| { |
| "pair": "STX_USDT", |
| "status": "success", |
| "price_mae": 0.2541030068496169, |
| "vol_mae": 0.23549950184573037, |
| "final_loss": 0.7782860994338989 |
| }, |
| { |
| "pair": "INJ_USDT", |
| "status": "success", |
| "price_mae": 0.2532948387389795, |
| "vol_mae": 0.2072882812228967, |
| "final_loss": 0.6812508702278137 |
| }, |
| { |
| "pair": "LUNC_USDT", |
| "status": "success", |
| "price_mae": 0.3325851050945343, |
| "vol_mae": 0.25237122027246456, |
| "final_loss": 0.8093233108520508 |
| }, |
| { |
| "pair": "LUNA_USDT", |
| "status": "success", |
| "price_mae": 0.3507526879247899, |
| "vol_mae": 0.22996599209118454, |
| "final_loss": 0.6190648078918457 |
| } |
| ] |
| } |