October 2017
Beginner to intermediate
572 pages
26h 1m
English
book
Machine Learning with R Cookbook - Second Edition
by AshishSingh Bhatia, Yu-Wei, Chiu (David Chiu)
Content preview from Machine Learning with R Cookbook - Second Edition
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The Kolmogorov-Smirnov test (K-S test) is a nonparametric and statistical test, used for the equality of continuous probability distributions. It can be used to compare a sample with a reference probability distribution (a one sample K-S test), or it can directly compare two samples (a two sample K-S test). The test is based on the Empirical Distribution Function (ECDF). Let it be a random sample of size, n; the empirical distribution function is defined as:
Here, is the indicator function. If, the function equals to 1. Otherwise, the function equals to 0.
The Kolmogorov-Smirnov statistic (D) is based on the greatest (where ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.