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achiachi/
accentcombinedlenous8ktq9-accent-classification

sklearn

tabular-classification

baseline-trainer

apache-2.0

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Baseline Model trained on accentcombinedlenous8ktq9 to apply classification on accent

Metrics of the best model:

accuracy 0.947980

recall_macro 0.749094

precision_macro 0.622545

f1_macro 0.656714

Name: LogisticRegression(C=1, class_weight='balanced', max_iter=1000), dtype: float64

See model plot below:

Pipeline(steps=[('easypreprocessor',EasyPreprocessor(types= continuous dirty_float low_card_int ... date free_string useless

word False False False ... False True False kana False False False ... False True False kind False False False ... False False False morae False False False ... False False False pos False False False ... False False False etym False False False ... False False False jilen False False False ... False False False kanalen False False False ... False False False[8 rows x 7 columns])),('logisticregression',LogisticRegression(C=1, class_weight='balanced',max_iter=1000))])

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Disclaimer: This model is trained with dabl library as a baseline, for better results, use AutoTrain.

Logs of training including the models tried in the process can be found in logs.txt

achiachi/accentcombinedlenous8ktq9-accent-classification

Baseline Model trained on accentcombinedlenous8ktq9 to apply classification on accent

achiachi/
accentcombinedlenous8ktq9-accent-classification