IID in real life /Machine Learning - When is data truly IID?
7509
Realistically, does the i.i.d. assumption hold for the vast majority of supervised learning tasks?
135428
Weird correlations in the SVD results of random data; do they have a mathematical explanation or is it a LAPACK bug?
6267
Matrices: system that is "computationally singular" versus "exactly singular"
45025
IID Random Variables that are not constant can't converge almost surely
89330
Machine Learning - Where is the difference between one-class, binary-class and multinominal-class classification?
157044
$\chi^2 $ of multidimensional data
9663
Is it a good practice to always scale/normalize data for machine learning?
1989
What is the VC dimension of a decision tree?
144621
Dataset vs an association of associations
115247
Real world use cases of bitwise operators
103651
When should we consider a dataset as imbalanced?
108797
Why does collecting data until finding a significant result increase Type I error rate?
26212
The $1997$ IIT JEE problem
40442
Is up- or down-sampling imbalanced data actually that effective? Why?
110656
The Two Cultures: statistics vs. machine learning?
131006
What is a "model" in machine learning?
78175
Are "random sample" and "iid random variable" synonyms?