131 lines
2.6 KiB
JSON
131 lines
2.6 KiB
JSON
{
|
|
"symbol": "US500",
|
|
"timeframe": "H1",
|
|
"lookback": 48,
|
|
"num_features": 24,
|
|
"feature_columns": [
|
|
"open",
|
|
"high",
|
|
"low",
|
|
"close",
|
|
"tick_volume",
|
|
"rsi",
|
|
"ema20_n",
|
|
"ema50_n",
|
|
"atr_n",
|
|
"price_change",
|
|
"high_low_ratio",
|
|
"volume_ma",
|
|
"volume_ratio",
|
|
"rsi7_n",
|
|
"rsi21_n",
|
|
"rsi_fast_slow_spread",
|
|
"rsi_velocity",
|
|
"rsi_accel",
|
|
"rsi_dist_mid_50",
|
|
"rsi_cross_overbought",
|
|
"rsi_cross_oversold",
|
|
"rsi_cross_50_up",
|
|
"rsi_cross_50_down",
|
|
"session_asian_utc"
|
|
],
|
|
"num_classes": 5,
|
|
"class_names": [
|
|
"HOLD",
|
|
"BUY",
|
|
"SELL_SHORT",
|
|
"CLOSE_LONG",
|
|
"CLOSE_SHORT"
|
|
],
|
|
"train_window": [
|
|
"2010-01-01",
|
|
"2020-01-01"
|
|
],
|
|
"oos_window": [
|
|
"2020-01-01",
|
|
"2025-01-01"
|
|
],
|
|
"scaler_fit_on": "train_only_rows_before_2020",
|
|
"clustering": "KMeans n=12 on forward returns (1,2,4,8,16) ATR-norm; sample reweight train",
|
|
"scaler_feature_min": [
|
|
1352.5,
|
|
1352.5999755859375,
|
|
1347.9000244140625,
|
|
1352.0999755859375,
|
|
0.0,
|
|
0.04497450217604637,
|
|
-0.030356179922819138,
|
|
-0.04839427396655083,
|
|
0.00028562467196024954,
|
|
-0.047754231840372086,
|
|
1.0,
|
|
0.00017100000695791095,
|
|
0.0,
|
|
0.01168255414813757,
|
|
0.0760856345295906,
|
|
-0.49618232250213623,
|
|
-1.6348180770874023,
|
|
-1.731970191001892,
|
|
6.116794793342706e-06,
|
|
0.0,
|
|
0.0,
|
|
0.0,
|
|
0.0,
|
|
0.0
|
|
],
|
|
"scaler_feature_max": [
|
|
3250.199951171875,
|
|
3251.5,
|
|
3249.5,
|
|
3250.199951171875,
|
|
26050000896.0,
|
|
0.887104868888855,
|
|
0.09538312256336212,
|
|
0.10739167034626007,
|
|
0.02898731827735901,
|
|
0.036042287945747375,
|
|
1.0754634141921997,
|
|
6759499776.0,
|
|
20.0,
|
|
0.9637425541877747,
|
|
0.8267387747764587,
|
|
0.5573697686195374,
|
|
1.2618913650512695,
|
|
1.8784747123718262,
|
|
0.9100509881973267,
|
|
1.0,
|
|
1.0,
|
|
1.0,
|
|
1.0,
|
|
1.0
|
|
],
|
|
"scaler_scale": [
|
|
0.0005269537214189768,
|
|
0.0005266206571832299,
|
|
0.0005258729797787964,
|
|
0.0005268426612019539,
|
|
3.8387713147125524e-11,
|
|
1.1874645948410034,
|
|
7.952962398529053,
|
|
6.419064044952393,
|
|
34.84115219116211,
|
|
11.933670043945312,
|
|
13.25145435333252,
|
|
1.4793993807771244e-10,
|
|
0.05000000074505806,
|
|
1.05035400390625,
|
|
1.332173228263855,
|
|
0.949169933795929,
|
|
0.34521928429603577,
|
|
0.2769741714000702,
|
|
1.0988469123840332,
|
|
1.0,
|
|
1.0,
|
|
1.0,
|
|
1.0,
|
|
1.0
|
|
],
|
|
"oos_val_accuracy": 0.293920636177063,
|
|
"oos_val_loss": 1.5438036918640137,
|
|
"notes": "ONNX for repo EAs; convert to ENKS externally if required."
|
|
} |