which one to choose in supervised learning?
108282
How to choose between learning algorithms
107278
Comparing SVM and logistic regression
54629
Difference Between Linear Regression in Machine Learning and Statistical Model
158991
Which loss function is correct for logistic regression?
145417
Why it is popular to use stochastic gradient descent in neural networks rather than the BFGS algorithm?
22557
Choosing the best model from among different "best" models
36088
Class imbalance in Supervised Machine Learning
4627
Optimizing a "black box" function: Linear Regression or Bayesian Optimization... what's the difference?
37025
Choice of K in K-fold cross-validation
50358
Choosing Random Forests' parameters
648
How should Feature Selection and Hyperparameter optimization be ordered in the machine learning pipeline?
26149
Logistic regression vs. LDA as two-class classifiers
153601
difference between neural network and deep learning
72501
What does the "machine" in "support vector machine" and "restricted Boltzmann machine" mean?
60619
Goodness of fit and which model to choose linear regression or Poisson
43553
Which is optimal?
84407
How to judge if a supervised machine learning model is overfitting or not?