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    eBook TalkingData
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    • Lina •    eBook   •    326 View 326 View    •   2023-11-24 16:16:25

      Partial least squares fitting 

    • Lina •    eBook   •    341 View 341 View    •   2023-11-23 10:49:31

      Polyfit 

    • Lina •    eBook   •    361 View 361 View    •   2023-11-21 10:17:45

      Least-squares algorithm linear fitting 

    • Lina •    eBook   •    360 View 360 View    •   2023-11-17 05:40:24

      sg data smoothing(polynomial smoothing) 

    • Lina •    eBook   •    445 View 445 View    •   2023-11-16 07:39:39

      Identification of pseudo-independent variables 

    • Lina •    eBook   •    391 View 391 View    •   2023-11-15 05:45:54

      Select variables using p-value 

    • Lina •    eBook   •    344 View 344 View    •   2023-11-14 07:29:30

      Select variables using correlation coefficients 

    • Lina •    eBook   •    352 View 352 View    •   2023-11-13 07:16:43

      PCA 

    • Lina •    eBook   •    316 View 316 View    •   2023-11-12 09:09:21

      Stratified split 

    • Lina •    eBook   •    353 View 353 View    •   2023-11-11 07:16:10

      Random split 

    • Lina •    eBook   •    269 View 269 View    •   2023-11-10 07:13:43

      Oversampling 

    • Lina •    eBook   •    334 View 334 View    •   2023-11-09 10:02:03

      Under sampling 

    • Lina •    eBook   •    1549 View 1,549 View    •   2023-11-07 08:49:07

      Outlier processing 

    • Lina •    eBook   •    439 View 439 View    •   2023-11-06 08:39:11

      High skewness data processing 

    • Lina •    eBook   •    350 View 350 View    •   2023-11-03 09:22:57

      Low frequency categorical data processing 

    • Lina •    eBook   •    362 View 362 View    •   2023-11-02 09:54:03

      Equi-frequency binning 

    • Lina •    eBook   •    533 View 533 View    •   2023-11-01 06:40:33

      Equi-width binning 

    • Lina •    eBook   •    261 View 261 View    •   2023-10-31 08:08:07

      Ratio 

    • Lina •    eBook   •    337 View 337 View    •   2023-10-29 08:01:01

      Interaction 

    • Lina •    eBook   •    304 View 304 View    •   2023-10-28 09:58:41

      Others transformation 

    • Lina •    eBook   •    349 View 349 View    •   2023-10-27 07:19:07

      Tangent and arc tangent transformation 

    • Lina •    eBook   •    330 View 330 View    •   2023-10-26 08:10:08

      Box-Cox transformation 

    • Lina •    eBook   •    344 View 344 View    •   2023-10-25 06:41:50

      Logarithmic transformation 

    • Lina •    eBook   •    263 View 263 View    •   2023-10-24 15:31:45

      Automatic normalization 

    • Lina •    eBook   •    256 View 256 View    •   2023-10-23 08:08:59

      Z-Score standardization 

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