environmentaltools.temporal.classification

environmentaltools.temporal.classification(cases, cases_sha, data, method, notrain)

Classifies data using various machine learning classifiers.

Parameters:

• cases (pd.DataFrame) – Training data (features).

• cases_sha (pd.DataFrame) – Training data (labels).

• data (pd.DataFrame) – Data to classify.

• method (str) – Classifier method to use.

• notrain (int) – Number of samples to use for training.

Returns:

Classification scores or probabilities.

Return type:

np.ndarray