April 2017
Intermediate to advanced
532 pages
12h 39m
English
book
Machine Learning with Spark - Second Edition
by Rajdeep Dua, Brian O'Neill, Stephen Boesch, Manpreet Singh Ghotra, Nick Pentreath
Content preview from Machine Learning with Spark - Second Edition
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StumbleUponExecutor
The StumbleUponExecutor object can be used to choose and run the respective classification model, for example, to run LogisiticRegression and execute the logistic regression pipeline or set the program argument as LR. For other commands, refer to the following code snippet:
Before we proceed, a few words on the Logistic Regression estimator. Logistic Regression works for classification problems where classes are nearly linearly separable. It searches for a single linear decision boundary in the feature space. There are two types of logistic regression estimators available in Spark: binomial logistic regression estimators to predict a binary outcome, and multinomial logistic regression estimators to predict a multiclass ...
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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.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.