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AI learning blog July 2024

July 18, 2024

Chapter t81_558_class_04_5_rmse_logloss for error calculation.

What is log loss?

https://www.kaggle.com/code/dansbecker/what-is-log-loss

The measure for the quality of the prediction is obtained by multiplying the probabilities of each individual prediction.
Probability is a value between 0 and 1, and multiplying many values lesser than 1 leads to very small values.

To prevent numerical problems, we instead keep track of the log of the Likelihood.

July 29, 2024

Had to reinstall everything, testing git.

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