Is Statistics really better at making Relationship Inferences compared to Machine Learning?
110656
The Two Cultures: statistics vs. machine learning?
117144
Which statistics to use?
140385
Practical thoughts on explanatory vs. predictive modeling
70425
Valid references on origins of Machine Learning, Statistical Learning and Data Mining
83371
Pearson's or Spearman's correlation with non-normal data
28591
Why is ANOVA taught / used as if it is a different research methodology compared to linear regression?
101417
Bayesian vs frequentist Interpretations of Probability
73962
Is it always better to use the whole dataset to train the final model?
14404
Functions vs. patterns
56347
What is the difference between estimation and prediction?
1590
Why not approach classification through regression?
144138
k-means vs k-median?
22668
Linear vs. nonlinear regression
110124
When does decision tree perform better than the neural network?
98895
Discriminant analysis vs logistic regression
51084
Won't highly-correlated variables in random forest distort accuracy and feature-selection?
4292
"Relation" versus "relationship"