Methods {Microsoft.VisualBasic.DataMining.ComponentModel.Normalizer}

.NET clr documentation

Methods

Description

Declare

            
# namespace Microsoft.VisualBasic.DataMining.ComponentModel.Normalizer
export class Methods extends Enum {
   # 归一化到[0, 1]区间内
   NormalScaler: Methods = 0;

   # 直接 x / max 进行归一化, 当出现极值的时候, 此方法无效, 根据数据分布,可能会归一化到[0, 1] 或者 [-1, 1]区间内
   RelativeScaler: Methods = 1;

   # 通过对数据进行区间离散化来完成归一化
   RangeDiscretizer: Methods = 2;

}

        

.NET clr type reference tree

1. this class extends from Enum class: Enum
2. use by field member NormalScaler: Methods
3. use by field member RelativeScaler: Methods
4. use by field member RangeDiscretizer: Methods

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