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adding cc variants anew

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Alejandro Moreo Fernandez 2021-01-13 11:56:57 +01:00
parent e2ab3fed0a
commit 6cd6c510a8
1 changed files with 4 additions and 4 deletions
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8
TweetSentQuant/experiments.py
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@ -17,10 +17,10 @@ def quantification_models():
return LogisticRegression(max_iter=1000, solver='lbfgs', n_jobs=-1)
__C_range = np.logspace(-4, 5, 10)
lr_params = {'C': __C_range, 'class_weight': [None, 'balanced']}
#yield 'cc', qp.method.aggregative.CC(newLR()), lr_params
#yield 'acc', qp.method.aggregative.ACC(newLR()), lr_params
#yield 'pcc', qp.method.aggregative.PCC(newLR()), lr_params
#yield 'pacc', qp.method.aggregative.PACC(newLR()), lr_params
yield 'cc', qp.method.aggregative.CC(newLR()), lr_params
yield 'acc', qp.method.aggregative.ACC(newLR()), lr_params
yield 'pcc', qp.method.aggregative.PCC(newLR()), lr_params
yield 'pacc', qp.method.aggregative.PACC(newLR()), lr_params
yield 'sld', qp.method.aggregative.EMQ(newLR()), lr_params