Stock Prediction for A-Shares#
Results
| EVS | MAE | MSE | R2 | |
|---|---|---|---|---|
| SVR | -0.1925581189325909 | 0.03581706707795301 | 0.0031410278791035176 | -0.20414643673079214 |
| DecisionTreeRegressor | -1.5196753053852112 | 0.058569527863652104 | 0.006572625001427888 | -1.5196856825403162 |
| LinearRegression | -0.027547608393728495 | 0.03470275992813882 | 0.0026805019394700157 | -0.027598920893380008 |
| KNeighborsRegressor | -0.3747273585328528 | 0.03961295237455111 | 0.0035866738942394935 | -0.3749895752903962 |
| RandomForestRegressor | 0.002965054812178569 | 0.033336061179261134 | 0.0026008113407770175 | 0.002951317484161886 |
| AdaBoostRegressor | -0.0117615935505615 | 0.03145987205999866 | 0.0026673922238331965 | -0.022573172005364794 |