imblearn.ensemble.BalancedRandomForestClassifier.predict_log_proba¶
-
BalancedRandomForestClassifier.
predict_log_proba
(X)[source]¶ Predict class log-probabilities for X.
The predicted class log-probabilities of an input sample is computed as the log of the mean predicted class probabilities of the trees in the forest.
- Parameters
- X{array-like, sparse matrix} of shape (n_samples, n_features)
The input samples. Internally, its dtype will be converted to
dtype=np.float32
. If a sparse matrix is provided, it will be converted into a sparsecsr_matrix
.
- Returns
- pndarray of shape (n_samples, n_classes), or a list of such arrays
The class probabilities of the input samples. The order of the classes corresponds to that in the attribute classes_.