Source code for test_suite.benchmarks.scorer

from ._criteria import mean_absolute_percentage_error, root_mean_squared_logarithmic_error, mean_absolute_error, root_mean_squared_error
from sklearn.metrics import make_scorer

mae = make_scorer(mean_absolute_error, greater_is_better=False)
mape = make_scorer(mean_absolute_percentage_error, greater_is_better=False)
rmse = make_scorer(root_mean_squared_error, greater_is_better=False)
rmsle = make_scorer(root_mean_squared_logarithmic_error, greater_is_better=False)

[docs]class CRITERIA: MAPE = 'mape' SQUARED_PENALTY = 'squared_penalty' MAE = 'mae' RMSE = 'rmse' RMSLE = 'rmsle'