def test_regress_samples_ncv_accuracy(self):
y_pred, importances = regress_samples_ncv(self.table_ecam_fp,
self.mdc_ecam_fp,
random_state=123,
n_estimators=2,
n_jobs=1,
missing_samples='ignore')
pdt.assert_series_equal(y_pred, self.exp_pred)
pdt.assert_frame_equal(importances, self.exp_imp)
def test_regress_samples_ncv(self):
y_pred, importances = regress_samples_ncv(self.table_ecam_fp,
self.mdc_ecam_fp,
random_state=123,
n_estimators=2,
n_jobs=1,
stratify=True,
parameter_tuning=True,
missing_samples='ignore')
def test_regress_samples_ncv_knn(self):
y_pred, importances = regress_samples_ncv(
self.table_ecam_fp,
self.mdc_ecam_fp,
random_state=123,
n_estimators=2,
n_jobs=1,
stratify=False,
parameter_tuning=False,
estimator='KNeighborsRegressor',
missing_samples='ignore')