Created
April 21, 2020 18:32
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m5000_8
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| coefs = {} | |
| for i in range(6, 19): | |
| train_new = train.copy() | |
| train_new['bin'] = ((resc.predict(Xc) < (i + 2)) & (resc.predict(Xc) >= i)).astype(int) | |
| Xcb = train_new[train_new.bin == 1][['speed', 'thickness', 'delta']] | |
| Xcb = sm.add_constant(Xcb) | |
| Ycb = train_new[train_new.bin == 1][['I']] | |
| modcb = sm.OLS(Ycb, Xcb) | |
| rescb = modcb.fit() | |
| coefs[i] = rescb.params['speed'] |
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