Edit model card

Baseline Model trained on tips5wx_sbh5 to apply regression on tip

Metrics of the best model:

r2 0.389363

neg_mean_squared_error -1.092356

Name: Ridge(alpha=10), dtype: float64

See model plot below:

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

total_bill True False False ... False False False sex False False False ... False False False smoker False False False ... False False False day False False False ... False False False time False False False ... False False False size False False False ... False False False[6 rows x 7 columns])),('ridge', Ridge(alpha=10))])

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

Downloads last month
0
Hosted inference API
This model can be loaded on the Inference API on-demand.