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Software packages for the Evidence project (2020-2023)

The DFG project "Evidence" (433249742) ran from 2020 till Jul. 2023 at BBAW. The following software packages are maintained by @ulf1 without compensations since Aug. 2023.

Feature Preprocessing:

Best-Worst Scaling

Javascript

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add sklearn API BinSel

from from sklearn.pipeline import Pipeline, FeatureUnion
from sklearn.naive_bayes import GaussianNB
from sklearn.neighbors import KNeighborsClassifier
from sklearn.linear_model import LogisticRegression
from binsel import BinSel

pipe = Pipeline(steps=[
    ('level1', FeatureUnion(transformer_list=[
         ('clf1', GaussianNB()),
         ('clf2', KNeighborsClassifier()),
         ('clf3', LogisticRegression()),
     ])),
     ('level2', BinSel(preselect=0.5))
])

pipe.fit(X_train, y_train)
y_pred = pipe.predict(X_test)

add gitpod badge

[![Gitpod - Code Now](https://img.shields.io/badge/Gitpod-code%20now-blue.svg?longCache=true)](https://gitpod.io#https://github.com/kmedian/binsel)

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