Why is scaling usually done within the range of -1 and +1 in machine learning?
44904
Neural Networks input data normalization and centering
75838
Understanding batch normalization
31907
Why does N[1.000 01, 10] return 1.00001, but N[1.000 001, 10] returns only 1.?
135727
Error Measures, why is the sum halved? why not use the absolute value?
40458
Does scaling lead to weak convergence to the null function?
151930
What does it mean by $t=-1$?
3712
Why $\sqrt{-1 \cdot {-1}} \neq \sqrt{-1}^2$?
11966
How is an epsilon of 1/1000 non-negligible?
29415
Should I discard a feature whose max - min is smaller than 1e-5?
42031
Why the definition of limit have a strict inequality rather than not?
153357
Why is step function not used in activation functions in machine learning?
122549
decision boundary of perceptron too small
50113
Interpretation of log(1 + x) transformed predictor
103651
When should we consider a dataset as imbalanced?
61083
Why is Newton's method not widely used in machine learning?
13363
Why does an argument similiar to 0.999...=1 show 999...=-1?
75831
Inconsistency in divide-by-zero behavior between different value types