pyreal.RealApp.predict#

RealApp.predict(x, model_id=None, as_dict=None, format=True)[source]#

Predict on x using the active model or model specified by model_id

Parameters:

  • x (DataFrame of shape (n_instances, n_features) or Series of len n_features) – Data to predict on

  • model_id (int or string) – Model to use for prediction

  • as_dict (Boolean) – If False, return predictions as a single Series/List. Otherwise, return in {row_id: pred} format. Defaults to True if x is a DataFrame, False otherwise

  • format (Boolean) – If False, do not run the realapp’s format function on this output

Returns:

(model return type)

Model prediction on x