myfm.utils.encoders.BinningEncoder

class myfm.utils.encoders.BinningEncoder(x: object, n_percentiles: int = 10)

Bases: myfm.utils.encoders.base.SparseEncoderBase

The class to one-hot encode a List of numerical values into a sparse matrix representation by binning.

__init__(x: object, n_percentiles: int = 10) → None

Initializes the encoder by compting the percentile values of input.

Parameters

• x – list of numerical values.

• n_percentiles – number of percentiles computed against x, by default 10.

Methods

__init__(x[, n_percentiles])	Initializes the encoder by compting the percentile values of input.
names()	Description of each non-zero entry.
to_sparse(x)

names() → List[str]

Description of each non-zero entry.