You can deploy this model and start earning money today!

Fulccrum/
trainii_ac94u-label-classification

Name: trainii_ac94u-label-classification
Availability: InStock

sklearn

tabular-classification

baseline-trainer

apache-2.0

Views

No views yet

Baseline Model trained on trainii_ac94u to apply classification on label

Metrics of the best model:

accuracy 0.361046

recall_macro 0.353192

precision_macro 0.240667

f1_macro 0.278231

Name: LogisticRegression(C=0.1, 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

id True False False ... False False False text False False False ... False True False[2 rows x 7 columns])),('logisticregression',LogisticRegression(C=0.1, class_weight='balanced',max_iter=1000))])

In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.

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

Fulccrum/trainii_ac94u-label-classification

Baseline Model trained on trainii_ac94u to apply classification on label

Fulccrum/
trainii_ac94u-label-classification