Using Random Forests and Wordclouds to Visualize Feature Importance in Document Classification

What characteristics do the works of famous authors have that make them unique? This post uses ensemble methods and wordclouds to explore just that. Project Gutenberg offers a large number of freely available works from many famous authors. The dataset for this post consists of books, taken from Project Gutenberg, written by each of the […]

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Getting individual metrics from H2O model in Python

You can get some of the individual model metrics for your model based on training and/or validation data. Here is the code snippet: Note: I am creating a test data frame to run H2O Deep Learning algorithm and then showing how to collect individual model metrics based on training and/or validation data below. import h2o […]

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PoE AI Part 4: Real-time Screen Capture and Plumbing

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