SVM: intuition behind maximizing the margin
73140
How does a Support Vector Machine (SVM) work?
13726
What is the intuition behind SVD?
156500
SVM for unbalanced data
157828
Question about bias-variance tradeoff
64175
How to estimate confidence level for SVM or Random Forest?
151342
Is there an optimal loss function for dealing with imbalanced classes?
78468
Understanding Dirichlet regularization in Sum
121138
Extreme learning machine: what's it all about?
91880
Suggestions for cost-sensitive learning in a highly imbalanced setting
53436
Intuition on the Kullback-Leibler (KL) Divergence
84076
Basic intuition about minimal sufficient statistic
117722
Interplay between early stopping and cross validation
7187
Explaining to laypeople why bootstrapping works
139552
Geometric intuition behind gradient, divergence and curl
158632
About SVM cost and gamma parameters tuning
157923
RMSProp Squared Gradients
37027
the relationship between maximizing the likelihood and minimizing the cross-entropy