PYTHON PROGRAMMING: The Ultimate Expert Guide: Advanced Features, Object-Oriented Programming, Data Analysis, Artificial Intelligence and Machine Learning with Python by Campbell Clive

Author:Campbell, Clive [Campbell, Clive]
Language: eng
Format: epub
Published: 2020-09-12T00:00:00+00:00

There are four metrics that we are able to focus our attention on here and they include:

True Positives. This is where our prediction was YES and final outcome YES.

True Negatives. This is where our prediction was NO and final outcome NO.

False Positives. In this case, the prediction was YES but the final outcome was NO.

False Negatives. In this scenario, the prediction was NO but the final outcome was YES.

Linear regression

Linear regression is one of the most popular types of predictive analysis. Linear regression involves the following two things:

Do the predictor variables forecast the results of an outcome variable accurately?

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