GmmModel predict¶

predict(self, frame, observation_columns=None)¶

Predict the cluster assignments for the data points.

Parameters:

Parameters:	frame : Frame A frame whose labels are to be predicted. By default, predict is run on the same columns over which the model is trained. observation_columns : list (default=None) Column(s) containing the observations whose clusters are to be predicted. By default, we predict the clusters over columns the GMMModel was trained on. The columns are scaled using the same values used when training the model.
Returns:	: Frame Frame A new frame consisting of the existing columns of the frame and a new column: predicted_cluster : int Integer containing the cluster assignment.

frame : Frame

A frame whose labels are to be predicted. By default, predict is run on the same columns over which the model is trained.

observation_columns : list (default=None)

Column(s) containing the observations whose clusters are to be predicted. By default, we predict the clusters over columns the GMMModel was trained on. The columns are scaled using the same values used when training the model.

Returns:

: Frame

Frame

A new frame consisting of the existing columns of the frame and a new column:

predicted_cluster
: int
Integer containing the cluster assignment.

Predicts the clusters for each data point of the frame using the trained model

Examples

See here for examples.

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GmmModel predict¶