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Fix JSON Error
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jared-weed committed Oct 25, 2016
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" - Set a `random_state` if one is available to the same state you set before.\n",
"- Create a dictionary of parameters you wish to tune for the chosen model.\n",
" - Example: `parameters = {'parameter' : [list of values]}`.\n",
" - **Note:** Avoid tuning the `max_features` parameter of your learner if that parameter is available!\n"
" - **Note:** Avoid tuning the `max_features` parameter of your learner if that parameter is available!\n",
"- Use `make_scorer` to create an `fbeta_score` scoring object (with $\\beta = 0.5$).\n",
"- Perform grid search on the classifier `clf` using the `'scorer'`, and store it in `grid_obj`.\n",
"- Fit the grid search object to the training data (`X_train`, `y_train`), and store it in `grid_fit`.\n",
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