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    • Lina •    eBook   •    356 View 356 View    •   2023-11-28 07:15:43

      Elastic Net regression 

    • Lina •    eBook   •    349 View 349 View    •   2023-11-27 10:12:41

      Ridge regression 

    • Lina •    eBook   •    351 View 351 View    •   2023-11-25 20:22:03

      Lasso regression 

    • Lina •    eBook   •    338 View 338 View    •   2023-11-24 16:16:25

      Partial least squares fitting 

    • Lina •    eBook   •    357 View 357 View    •   2023-11-23 10:49:31

      Polyfit 

    • Lina •    eBook   •    386 View 386 View    •   2023-11-21 10:17:45

      Least-squares algorithm linear fitting 

    • Lina •    eBook   •    382 View 382 View    •   2023-11-17 05:40:24

      sg data smoothing(polynomial smoothing) 

    • Lina •    eBook   •    459 View 459 View    •   2023-11-16 07:39:39

      Identification of pseudo-independent variables 

    • Lina •    eBook   •    404 View 404 View    •   2023-11-15 05:45:54

      Select variables using p-value 

    • Lina •    eBook   •    362 View 362 View    •   2023-11-14 07:29:30

      Select variables using correlation coefficients 

    • Lina •    eBook   •    363 View 363 View    •   2023-11-13 07:16:43

      PCA 

    • Lina •    eBook   •    330 View 330 View    •   2023-11-12 09:09:21

      Stratified split 

    • Lina •    eBook   •    365 View 365 View    •   2023-11-11 07:16:10

      Random split 

    • Lina •    eBook   •    287 View 287 View    •   2023-11-10 07:13:43

      Oversampling 

    • Lina •    eBook   •    347 View 347 View    •   2023-11-09 10:02:03

      Under sampling 

    • Lina •    eBook   •    1561 View 1,561 View    •   2023-11-07 08:49:07

      Outlier processing 

    • Lina •    eBook   •    452 View 452 View    •   2023-11-06 08:39:11

      High skewness data processing 

    • Lina •    eBook   •    367 View 367 View    •   2023-11-03 09:22:57

      Low frequency categorical data processing 

    • Lina •    eBook   •    381 View 381 View    •   2023-11-02 09:54:03

      Equi-frequency binning 

    • Lina •    eBook   •    561 View 561 View    •   2023-11-01 06:40:33

      Equi-width binning 

    • Lina •    eBook   •    276 View 276 View    •   2023-10-31 08:08:07

      Ratio 

    • Lina •    eBook   •    353 View 353 View    •   2023-10-29 08:01:01

      Interaction 

    • Lina •    eBook   •    315 View 315 View    •   2023-10-28 09:58:41

      Others transformation 

    • Lina •    eBook   •    367 View 367 View    •   2023-10-27 07:19:07

      Tangent and arc tangent transformation 

    • Lina •    eBook   •    343 View 343 View    •   2023-10-26 08:10:08

      Box-Cox transformation 

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