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Stratified split
eBook • 0 Reply • 268 View • 2023-11-12 09:09
Random split
eBook • 0 Reply • 305 View • 2023-11-11 07:16
Oversampling
eBook • 0 Reply • 243 View • 2023-11-10 07:13
Under sampling
eBook • 0 Reply • 274 View • 2023-11-09 10:02
Outlier processing
eBook • 0 Reply • 1514 View • 2023-11-07 08:49
High skewness data processing
eBook • 0 Reply • 314 View • 2023-11-06 08:39
Low frequency categorical data processing
eBook • 0 Reply • 291 View • 2023-11-03 09:22
Equi-frequency binning
eBook • 0 Reply • 300 View • 2023-11-02 09:54
Equi-width binning
eBook • 0 Reply • 444 View • 2023-11-01 06:40
Ratio
eBook • 0 Reply • 228 View • 2023-10-31 08:08
Interaction
eBook • 0 Reply • 251 View • 2023-10-29 08:01
Others transformation
eBook • 0 Reply • 270 View • 2023-10-28 09:58
Tangent and arc tangent transformation
eBook • 0 Reply • 273 View • 2023-10-27 07:19
Box-Cox transformation
eBook • 0 Reply • 277 View • 2023-10-26 08:10
Logarithmic transformation
eBook • 0 Reply • 263 View • 2023-10-25 06:41
Automatic normalization
eBook • 0 Reply • 234 View • 2023-10-24 15:31
Z-Score standardization
eBook • 0 Reply • 230 View • 2023-10-23 08:08
Min-Max standardization
eBook • 0 Reply • 240 View • 2023-10-21 06:58
Date time combination
eBook • 0 Reply • 251 View • 2023-10-20 06:23
Date time feature derive and date time intervals
eBook • 0 Reply • 211 View • 2023-10-19 10:20
Smoothing categorical variable
eBook • 0 Reply • 355 View • 2023-10-18 14:31
Numerical the categorical variables
eBook • 0 Reply • 276 View • 2023-10-17 08:11
Flag missing information for multiple variables
eBook • 0 Reply • 304 View • 2023-10-16 05:25
Flag missing information for individual variable
eBook • 0 Reply • 360 View • 2023-10-15 19:48
Linear regression model filling
eBook • 0 Reply • 317 View • 2023-10-13 06:22
k-means cluster filling
eBook • 0 Reply • 248 View • 2023-10-12 06:38
Statistic filling
eBook • 0 Reply • 255 View • 2023-10-11 05:51
Delete missing value
eBook • 0 Reply • 296 View • 2023-10-09 06:00
Variable preliminary filtering
eBook • 0 Reply • 301 View • 2023-10-08 09:30
Median absolute deviation（MAD）
eBook • 0 Reply • 364 View • 2023-10-07 10:01

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Li Na Lina