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handle complex machine learning issue

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7 Simple Tricks to Handle Complex Machine Learning Issues

#artificialintelligenceJun-24-2019, 08:56:51 GMT

We propose simple solutions to important problems that all data scientists face almost every day. Many statistics, such as correlations or R-squared, depend on the sample size, making it difficult to compare values computed on two data sets of different sizes. Based on re-sampling techniques, use this easy trick, to compare apples with other apples, not with oranges. We propose a generic methodology, also based on re-sampling techniques, to compute any confidence interval and for testing hypotheses, without using any statistical theory. Also, it is easy to implement, even in Excel.

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Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.35)

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