Alternative to The Elements of Statistical Learning: Data Mining, Inference, and Prediction
18472
Machine learning cookbook / reference card / cheatsheet?
73139
Flexible and inflexible models in machine learning
69925
Can Predict/Classify be parallelized?
121138
Extreme learning machine: what's it all about?
104995
Evaluation measures of goodness or validity of clustering (without having truth labels)
46518
Cross-validation techniques for time series data
99748
What is the statistical method that I should use for the following problem?
90215
Proof/Derivation of Residual Sum of Squares (Based on Introduction to Statistical Learning)
123334
When do we combine dimensionality reduction with clustering?
58047
Decision Trees and Regression - Can predicted values be outside range of training data?
77815
Machine Learning with intended missing values
81918
Multicollinearity in Decision Tree
148679
Modelling with more variables than data points
118333
Predictor transformation in logistic regression
114625
Model selection and cross-validation: The right way
5214
Model evidence and Bayesian model selection
156166
PCA of non-Gaussian data