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removed time column as a feature in sktime
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jkrick committed Feb 9, 2024
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3 changes: 3 additions & 0 deletions light_curves/light_curve_classifier.md
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Expand Up @@ -700,6 +700,9 @@ df_lc = df_lc.set_index(["objectid", "label", "datetime"])
#try dropping the uncertainty columns as variables for sktime
df_lc.drop(columns = ['err_panstarrs_g', 'err_panstarrs_i', 'err_panstarrs_r', 'err_panstarrs_y',
'err_panstarrs_z', 'err_w1', 'err_w2', 'err_zg', 'err_zr'], inplace = True)
#drop also the time column because that shouldn't be a feature
df_lc.drop(columns = ['time'],inplace = True)
```

### 3.0 Consider data augmentation
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