Archives for bootstrap

07 Jan

What Is The Bootstrap Method In Statistical Machine Learning?

image-1854
image-1854

Re-sampling is the method of taking samples iteratively from the original data samples. The method of Re-sampling is a non-parametric method of statistical inference which means that the parametric assumptions that ignore the nature of the underlying data distribution are avoided. Commonly Used Resampling methods: Sampling with and without replacement Bootstrap (using sampling with replacement)…

The post What Is The Bootstrap Method In Statistical Machine Learning? appeared first on Analytics India Magazine.

07 Jan

What Is The Bootstrap Method In Statistical Machine Learning?

image-1855
image-1855

Re-sampling is the method of taking samples iteratively from the original data samples. The method of Re-sampling is a non-parametric method of statistical inference which means that the parametric assumptions that ignore the nature of the underlying data distribution are avoided. Commonly Used Resampling methods: Sampling with and without replacement Bootstrap (using sampling with replacement)…

The post What Is The Bootstrap Method In Statistical Machine Learning? appeared first on Analytics India Magazine.