Loss Function: It is used to estimate the gap/difference between predicted and desired value.
Types of Loss Function:
Regression: To estimate the quantity of an event
Ex: to estimate the quantity of rain
To calculate we use MSE (Mean Square Error)
Classification: To estimate the chance of occurrences of an event
Ex: the probability of rain.
To calculate we use CEL (Cross-Entropy Loss)
Types of Loss Function:
Regression: To estimate the quantity of an event
Ex: to estimate the quantity of rain
To calculate we use MSE (Mean Square Error)
Classification: To estimate the chance of occurrences of an event
Ex: the probability of rain.
To calculate we use CEL (Cross-Entropy Loss)
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