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    • Lina •    eBook   •    372 View 372 View    •   2023-11-09 10:02:03

      Under sampling 

    • Lina •    eBook   •    1581 View 1,581 View    •   2023-11-07 08:49:07

      Outlier processing 

    • Lina •    eBook   •    473 View 473 View    •   2023-11-06 08:39:11

      High skewness data processing 

    • Lina •    eBook   •    402 View 402 View    •   2023-11-03 09:22:57

      Low frequency categorical data processing 

    • Lina •    eBook   •    405 View 405 View    •   2023-11-02 09:54:03

      Equi-frequency binning 

    • Lina •    eBook   •    603 View 603 View    •   2023-11-01 06:40:33

      Equi-width binning 

    • Lina •    eBook   •    305 View 305 View    •   2023-10-31 08:08:07

      Ratio 

    • Lina •    eBook   •    383 View 383 View    •   2023-10-29 08:01:01

      Interaction 

    • Lina •    eBook   •    334 View 334 View    •   2023-10-28 09:58:41

      Others transformation 

    • Lina •    eBook   •    385 View 385 View    •   2023-10-27 07:19:07

      Tangent and arc tangent transformation 

    • Lina •    eBook   •    377 View 377 View    •   2023-10-26 08:10:08

      Box-Cox transformation 

    • Lina •    eBook   •    375 View 375 View    •   2023-10-25 06:41:50

      Logarithmic transformation 

    • Lina •    eBook   •    301 View 301 View    •   2023-10-24 15:31:45

      Automatic normalization 

    • Lina •    eBook   •    298 View 298 View    •   2023-10-23 08:08:59

      Z-Score standardization 

    • Lina •    eBook   •    338 View 338 View    •   2023-10-21 06:58:37

      Min-Max standardization 

    • Lina •    eBook   •    339 View 339 View    •   2023-10-20 06:23:05

      Date time combination 

    • Lina •    eBook   •    308 View 308 View    •   2023-10-19 10:20:41

      Date time feature derive and date time intervals 

    • Lina •    eBook   •    498 View 498 View    •   2023-10-18 14:31:06

      Smoothing categorical variable 

    • Lina •    eBook   •    402 View 402 View    •   2023-10-17 08:11:06

      Numerical the categorical variables 

    • Lina •    eBook   •    384 View 384 View    •   2023-10-16 05:25:06

      Flag missing information for multiple variables 

    • Lina •    eBook   •    436 View 436 View    •   2023-10-15 19:48:54

      Flag missing information for individual variable 

    • Lina •    eBook   •    405 View 405 View    •   2023-10-13 06:22:55

      Linear regression model filling 

    • Lina •    eBook   •    343 View 343 View    •   2023-10-12 06:38:03

      k-means cluster filling 

    • Lina •    eBook   •    315 View 315 View    •   2023-10-11 05:51:22

      Statistic filling 

    • Lina •    eBook   •    374 View 374 View    •   2023-10-09 06:00:34

      Delete missing value 

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