Projects: pypi: SHFS
https://packages.ecosyste.ms/registries/pypi.org/packages/SHFS
Feature election group of classes calculate the importance of features based on the Shap library for the classification and regression problem Only works with randomforest models for efficiency or gradient boosting models. DFwrapper - remove multicollinearity and outliers
1 version
Latest release: over 4 years ago
9 downloads last month
Enhanced Analysis
Repository Activity:
README Analysis:
Science Score: 75/100
Starting Score: 100 points
Bonuses:
-
+8
Science terms in README
4 scientific terms found in README
Penalties:
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-10
PyPI ecosystem
General-purpose ecosystem -
-15
No science keywords
No scientific terms found in keywords/classifiers
Very Likely Science (75)
Papers Mentioning SHFS 1
10.3389/fgene.2018.00466
Genetic Variants Related to Cardiometabolic Traits Are Associated to B Cell Function, Insulin Resistance, and Diabetes Among AmeriCan Indians: The Strong Heart Family StudyCited by: 4
Author(s): Poojitha Balakrishnan, Dhananjay Vaidya, V. Saroja Voruganti, Karin Haack, Jack W. Kent, Kari E. North, Sandra Laston, Barbara V. Howard, Jason G. Umans, Elisa T. Lee, Lyle G. Best, Jean W. MacCluer, Shelley A. Cole, Ana Navas‐Acien, Nora Franceschini
Software Mentions: 1
Published: almost 8 years ago