classic bip FS

victorvicpal · Nov 23, 2018 · 6bedb5a · 6bedb5a
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diff --git a/docs/guide.md b/docs/guide.md
@@ -56,4 +56,18 @@ bip_classic = biplot.Classic(X, dim = 40, alpha = 1, method = 1)
 bip_classic.plot()
 ```
 
-![class_bip](img/class_bip.png)
+![class_bip](img/class_bip.png)
+
+#### Feature Selection
+```
+T_classic = feature.selection(bip_classic, target, thr_dis = 50, thr_corr = 0.9)
+print(T_classic.var_sel)
+```
+
+['F3S', 'F4S', 'F7R', 'F7S', 'F8R', 'F8S', 'F12R', 'F12S', 'F13R', 'F13S', 'F15R', 'F15S', 'F16R', 'F16S', 'F18R', 'F18S', 'F20R', 'F20S', 'F21R', 'F21S', 'F22R', 'F22S']
+
+```
+T_classic.Disc.loc[T_classic.var_sel,'0-1'].sort_values().plot(kind='barh', figsize= (5,10), title = 'Importance');
+```
+
+![class_fs](img/class_fs.png)
diff --git a/docs/img/class_fs.png b/docs/img/class_fs.png