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Expand file tree Collapse file tree Original file line number Diff line number Diff line change 11# 10. Fit/Predict
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5+ <figure ><img src =" ../.gitbook/assets/image (172).png " alt =" " width =" 210 " ><figcaption ></figcaption ></figure >
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7+ 1 . Click on _ ** Fit/Predict** _ under the _ ** Machine Learning** _ category.
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11+ <figure ><img src =" ../.gitbook/assets/image (173).png " alt =" " width =" 563 " ><figcaption ></figcaption ></figure >
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13+ 2 . _ ** Model** _ : Select the model you want to use.
14+ 3 . _ ** Action** _ : Choose the operation to apply to the selected model.
15+ 4 . Available operations depend on the selected model.
16+ * _ ** Fit** _ : Train the model.
17+ * _ ** Fit and Transform** _ : Train the model and simultaneously transform the data.
18+ * _ ** Transform** _ : Transform the data. (Use a trained model.)
19+ * _ ** Inverse Transform** _ : Apply the reverse transformation of the model to restore the data to its original form.
20+ * _ ** Predict** _ : Make predictions using the trained model.
21+ * _ ** Predict Probability** _ : Return the probabilities of each data point in the dataset belonging to each class.
22+ * _ ** Fit and Predict** _ : Train the model and make predictions.
23+ 5 . _ ** Code view** _ : Preview the generated code.
24+ 6 . _ ** Run** _ : Execute the code.
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