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Adlin Shiji
Adlin Shiji

Adlin Shiji

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From An Implementation and Explanation of the Random Forest in Python by Will Koehrsen

value: The number of samples in each class. For example, the top node has 2 samples in class 0 and 4 samp…

From Understanding Neural Networks by Tony Yiu

For training our neural network, we will use Mean Squared Error (MSE) as the cost function:

From Understanding Neural Networks by Tony Yiu

The training process of a neural network, at a high level, is like that of many other data science models — define a cost function and use gradient descent optimization to minimize it.