mirror of
https://git.FreeBSD.org/ports.git
synced 2024-12-05 01:55:52 +00:00
a15ff33a68
This package includes a scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning. These Relief-Based algorithms (RBAs) are designed for feature weighting/selection as part of a machine learning pipeline (supervised learning). Presently this includes the following core RBAs: ReliefF, SURF, SURF*, MultiSURF*, and MultiSURF. Additionally, an implementation of the iterative TuRF mechanism and VLSRelief is included. WWW: https://github.com/EpistasisLab/scikit-rebate
10 lines
541 B
Plaintext
10 lines
541 B
Plaintext
This package includes a scikit-learn-compatible Python implementation of ReBATE,
|
|
a suite of Relief-based feature selection algorithms for Machine Learning. These
|
|
Relief-Based algorithms (RBAs) are designed for feature weighting/selection as
|
|
part of a machine learning pipeline (supervised learning). Presently this
|
|
includes the following core RBAs: ReliefF, SURF, SURF*, MultiSURF*, and
|
|
MultiSURF. Additionally, an implementation of the iterative TuRF mechanism and
|
|
VLSRelief is included.
|
|
|
|
WWW: https://github.com/EpistasisLab/scikit-rebate
|