Benchmark multi-model/multi-view models.

Note

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mmbench.dataset.iq_threshold(dataset, data, meta_df, threshold=80, col_name='fsiq')[source]¶

Remove subjects with IQ below a user-defined threshold.

Parameters

data : dict

the loaded data for each modality.

metadata : DataFrame

the associated meta information.

threshold : int, default 80

the minimum IQ. If None no thresholding is applied.

col_name : str, default ‘fsiq’

the name of the column containing the IQ information.

Returns

data : dict

the loaded data thresholded for each modality.

meta_df : DataFrame

the associated meta information.