运行
python main.py \
-data_path=/data00/yujunshuai/code/ts_predict/data/data_289.dat \
-lr=0.001 \
-epochs=100 \
-batch_size=512 \
-output_size=1 \
-save_dir=experients/lstm-v1 \
-model_name=lstm-v1 \
-device=7 \
-log_interval=25
| 参数 | 训练集指标 | 测试集指标 |
|---|---|---|
| window_size = 100 | ** | ** |
| 参数 | 训练集指标 | 测试集指标 |
|---|---|---|
| xgboost | 0.09158208542535884 | -0.02345814391564982 |
| LinearRegression | 0.007551351390086336 | 0.0041194783593629936 |
| SVR | -5.967226016540408 | -5.093447881856339 |
| RandomForest | 0.9246995206961224 | -0.09154779055053286 |
| Adaboost | -0.1268407033126091 | -0.14848386651548573 |
| GradientBoosting | 0.02048480080542059 | 0.00010562969933525235 |
| ExtraTree | 0.9999977427047394 | -1.53035696525583 |
|