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'