feature(KTP-1279): Changed linear model scaling and improved sample weighting feature. #565
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egordm
commented
Oct 4, 2024
egordm
commented
- Minmax scaling doesn't weigh low peaks good enough.
- Using quantile scaling now, where everything above p95 and below p5 has a sample weight of 1.
- Using standard scaling for model features.
…onential sample weighting in linear model. Signed-off-by: Egor Dmitriev <egor.dmitriev@alliander.com>
Signed-off-by: Egor Dmitriev <egor.dmitriev@alliander.com>
Signed-off-by: Egor Dmitriev <egor.dmitriev@alliander.com>
Signed-off-by: black <action@github.com>
…arams. Signed-off-by: Egor Dmitriev <egor.dmitriev@alliander.com>
Signed-off-by: Egor Dmitriev <egor.dmitriev@alliander.com>
Signed-off-by: black <action@github.com>
clara-de-smet
approved these changes
Oct 4, 2024
…arams. Signed-off-by: Egor Dmitriev <egor.dmitriev@alliander.com>
… weight calculation. Signed-off-by: Egor Dmitriev <egor.dmitriev@alliander.com>
Signed-off-by: black <action@github.com>
Signed-off-by: Clara De Smet <clara.de.smet@alliander.com>
Signed-off-by: Clara De Smet <157587243+clara-de-smet@users.noreply.github.com>
Signed-off-by: black <action@github.com>
Signed-off-by: Clara De Smet <clara.de.smet@alliander.com>
Signed-off-by: black <action@github.com>
Signed-off-by: black <action@github.com>
…b.com/OpenSTEF/openstef into feature/KTP-1279-linear-sample-weight
Signed-off-by: black <action@github.com>
…b.com/OpenSTEF/openstef into feature/KTP-1279-linear-sample-weight
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