In one-hot encoding, a vector is given to each class label. For each class, only one entry of the vector is equal to 1 and the remaining entries are zeros in this encoding.

Thus, in one-hot encoding, we are encoding the class label.

Is it true that label-embedding gives a vector for each class label like in one-hot encoding? Is one-hot encoding a type of label-embedding?



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