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Lina • eBook • 459 View • 2023-11-16 07:39:39
Identification of pseudo-independent variables
Lina • eBook • 406 View • 2023-11-15 05:45:54
Select variables using p-value
Lina • eBook • 363 View • 2023-11-14 07:29:30
Select variables using correlation coefficients
Lina • eBook • 364 View • 2023-11-13 07:16:43
PCA
Lina • eBook • 331 View • 2023-11-12 09:09:21
Stratified split
Lina • eBook • 367 View • 2023-11-11 07:16:10
Random split
Lina • eBook • 291 View • 2023-11-10 07:13:43
Oversampling
Lina • eBook • 348 View • 2023-11-09 10:02:03
Under sampling
Lina • eBook • 1563 View 1,563 View • 2023-11-07 08:49:07
Outlier processing
Lina • eBook • 454 View • 2023-11-06 08:39:11
High skewness data processing
Lina • eBook • 370 View • 2023-11-03 09:22:57
Low frequency categorical data processing
Lina • eBook • 383 View • 2023-11-02 09:54:03
Equi-frequency binning
Lina • eBook • 563 View • 2023-11-01 06:40:33
Equi-width binning
Lina • eBook • 280 View • 2023-10-31 08:08:07
Ratio
Lina • eBook • 355 View • 2023-10-29 08:01:01
Interaction
Lina • eBook • 315 View • 2023-10-28 09:58:41
Others transformation
Lina • eBook • 370 View • 2023-10-27 07:19:07
Tangent and arc tangent transformation
Lina • eBook • 346 View • 2023-10-26 08:10:08
Box-Cox transformation
Lina • eBook • 355 View • 2023-10-25 06:41:50
Logarithmic transformation
Lina • eBook • 275 View • 2023-10-24 15:31:45
Automatic normalization
Lina • eBook • 266 View • 2023-10-23 08:08:59
Z-Score standardization
Lina • eBook • 314 View • 2023-10-21 06:58:37
Min-Max standardization
Lina • eBook • 323 View • 2023-10-20 06:23:05
Date time combination
Lina • eBook • 271 View • 2023-10-19 10:20:41
Date time feature derive and date time intervals
Lina • eBook • 474 View • 2023-10-18 14:31:06
Smoothing categorical variable

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