imputetransform

Syntax

imputed_data = imputetransform(parameters,X)

Inputs

X

Input data to be imputed.

Type: double

Dimension: vector | matrix

parameters

Struct containing values computed using training data and returned by the impute function.

Type: double | integer

Dimension: struct

Outputs

imputed_data

Imputed input records.

Type: integer

Dimension: matrix

Example

Usage of imputetransform

X = [1 2 3;
     NaN 3 3;
     7 6 2;
     8 NaN NaN];
[X_scaled, parameters] = impute(X); %by default strategy is 'mean' 
X_new = imputetransform(parameters, [1 2 3; 4 NaN 6]);

> X_new
X_new = [Matrix] 2 x 3
1.00000 2.00000 3.00000
4.00000 3.66667 6.00000