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merged and clean

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Alejandro Moreo Fernandez 2025-10-03 17:13:18 +02:00
parent dbd3eafeba
commit 7c03caf0f2
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testing_refactor.py
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from sklearn.linear_model import LogisticRegression
import quapy as qp
from method.aggregative import *
datasets = qp.datasets.UCI_MULTICLASS_DATASETS[1]
data = qp.datasets.fetch_UCIMulticlassDataset(datasets)
train, test = data.train_test
Xtr, ytr = train.Xy
Xte = test.X
quant = EMQ(LogisticRegression(), calib='bcts')
quant.fit(Xtr, ytr)
prev = quant.predict(Xte)
print(prev)
post = quant.predict_proba(Xte)
print(post)
post = quant.classify(Xte)
print(post)
# AggregativeMedianEstimator()
# test CC, prevent from doing 5FCV for nothing
# test PACC o PCC with LinearSVC; removing "adapt_if_necessary" form _check_classifier