[mlpack-git] [mlpack/mlpack] DatasetMapper & Imputer (#694)
Keon Kim
notifications at github.com
Sun Jul 10 19:07:11 EDT 2016
> + const T& mappedValue,
> + const size_t dimension,
> + const bool transpose = true)
> + {
> + // initiate output
> + output = input;
> + size_t count = 0;
> +
> + if (transpose)
> + {
> + for (size_t i = 0; i < input.n_cols; ++i)
> + {
> + if (input(dimension, i) == mappedValue ||
> + std::isnan(input(dimension, i)))
> + {
> + output.shed_col(i - count);
I tested listwise_deletion to impute iris.csv with 100000 looping.
Original Way
[INFO ] impute: 4.265383s
Cols() Way
[INFO ] impute: 4.129703s
Turns out that using cols() is slightly faster.
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