New answers tagged class-imbalance
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Restrictions on my skewed validation data
It is best practice to not make any restrictions or manipulations just on a validation dataset, this includes removing categories or downsampling.
Changing just the validation dataset has the ...
- 16.3k
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class weighted classification
Accuracy is by definition "weighted" according to the classes proportions: it counts the number of correct instances in the full dataset, so a class with N% of the instances represents N% of ...
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Unbalanced multiclass data with XGBoost
The parameter scale_pos_weight works for two classes (binary classification).
The parameter weight goes into the xgb.DMatrix function can be used for three or more classes. The weights can be computed ...
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