diff --git a/models/eth_ai_strategy/model.txt b/models/eth_ai_strategy/model.txt index 57bd7cb..60a2b99 100644 --- a/models/eth_ai_strategy/model.txt +++ b/models/eth_ai_strategy/model.txt @@ -6,24 +6,24 @@ label_index=0 max_feature_idx=44 objective=multiclass num_class:3 feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 -feature_infos=[-0.35301194347931547:1.3455584473962001] [0.003171093083967414:0.53228196351340817] [-0.86406687958730066:1.854394600672161] [0.012245372136276831:1.0050358029654274] [0.0037537537537546094:1] [0.013879964014908147:1.1726542739974952] 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-14262,51 +14262,51 @@ shrinkage=0.05 end of trees feature_importances: -Column_28=1117 -Column_5=1071 -Column_40=816 -Column_12=662 -Column_31=650 -Column_21=570 -Column_20=490 -Column_39=485 -Column_16=443 -Column_7=408 -Column_1=399 -Column_30=385 -Column_3=376 -Column_32=376 -Column_19=362 -Column_27=362 -Column_43=355 -Column_10=341 -Column_4=339 -Column_33=321 -Column_44=311 -Column_14=290 -Column_35=289 -Column_38=286 -Column_36=285 -Column_15=281 -Column_6=260 -Column_9=259 -Column_24=252 -Column_29=250 -Column_41=246 -Column_37=244 -Column_25=219 -Column_8=214 -Column_34=204 -Column_0=201 -Column_17=197 -Column_11=178 -Column_2=173 -Column_26=144 -Column_18=108 -Column_13=95 -Column_23=76 -Column_42=70 -Column_22=49 +Column_28=1173 +Column_40=854 +Column_31=752 +Column_5=674 +Column_21=630 +Column_1=613 +Column_39=592 +Column_3=512 +Column_33=511 +Column_27=498 +Column_20=482 +Column_16=450 +Column_30=445 +Column_32=445 +Column_38=423 +Column_10=415 +Column_12=391 +Column_7=371 +Column_43=359 +Column_15=358 +Column_44=341 +Column_35=327 +Column_29=319 +Column_42=308 +Column_36=303 +Column_41=285 +Column_19=272 +Column_24=271 +Column_14=265 +Column_37=256 +Column_25=235 +Column_8=229 +Column_4=227 +Column_34=223 +Column_17=215 +Column_2=212 +Column_11=177 +Column_26=153 +Column_18=140 +Column_0=136 +Column_23=112 +Column_9=91 +Column_13=51 +Column_6=40 +Column_22=39 parameters: [boosting: gbdt] diff --git a/models/eth_ai_strategy/strategy_params.json b/models/eth_ai_strategy/strategy_params.json index 861af33..9ff6f1e 100644 --- a/models/eth_ai_strategy/strategy_params.json +++ b/models/eth_ai_strategy/strategy_params.json @@ -1,30 +1,30 @@ { - "bb_period": 14, - "bb_std": 2.0, - "keltner_period": 14, - "keltner_atr_mult": 2.0, - "donchian_period": 30, - "stoch_k_period": 20, - "stoch_d_period": 5, + "bb_period": 20, + "bb_std": 2.5, + "keltner_period": 20, + "keltner_atr_mult": 2.5, + "donchian_period": 14, + "stoch_k_period": 14, + "stoch_d_period": 3, "cci_period": 14, "willr_period": 14, - "rsi_period": 21, + "rsi_period": 14, "atr_band_period": 20, "atr_band_mult": 2.0, "zscore_period": 20, - "lr_period": 20, + "lr_period": 14, "lr_std_mult": 2.0, - "median_band_period": 20, - "pct_rank_period": 30, + "median_band_period": 14, + "pct_rank_period": 20, "chandelier_period": 14, "chandelier_mult": 2.5, - "std_band_period": 14, + "std_band_period": 20, "std_band_mult": 2.0, - "elder_period": 10, + "elder_period": 13, "forward_bars": 15, "label_threshold": 0.002, "prob_threshold": 0.52, - "sl_pct": 0.003, + "sl_pct": 0.002, "tp_pct": 0.005, "min_hold_seconds": 180, "max_hold_seconds": 1800, @@ -36,5 +36,5 @@ "test_period": "2021-01-01 ~ 2022-01-01", "kline_period": "1h", "initial_balance": 10000.0, - "max_dd_target": 500.0 + "max_dd_target": 300.0 } \ No newline at end of file