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Fix broken image paths
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ClaudioSalvatoreArcidiacono committed Jul 31, 2024
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6 changes: 3 additions & 3 deletions README.md
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# Homepage
# Felimination

This library contains some useful scikit-learn compatible classes for feature selection.

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# array([9, 3, 8, 9, 7, 8, 5, 6, 9, 6, 8, 1, 9, 7, 8, 9, 9, 2, 4, 7])
selector.plot()
```
![RFECV fit plot](./assets/rfecv_fit_plot.png)
![RFECV fit plot](./docs/assets/rfecv_fit_plot.png)

It looks like `5` is a good number of features, we can set the number of features to select to 5 without need of retraining

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# Show progress as a plot
selector.plot()
```
![GA fit plot](./assets/ga_fit_plot.png)
![GA fit plot](./docs/assets/ga_fit_plot.png)

Looks like that the optimisation process converged after 2 steps, since the best score did not improve for 5(=`patience`) consecutive steps, the optimisation process stopped early.

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