Closed autokad closed 7 years ago
These can be broken down as functions we need to implement in django and also something we an all try to get a handle of machine learning, feel free to add to the list
Closing this issue as part of a routine cleaning. People can still use this issue as a reference and keep discuss below. However, I don't think there are any unresolved action items related to this issue.
• Feature Engineering o Feature Transformations Log Square Inverse Percentile ZScore o Feature Creation Interactions (+ * - ) LDA (Latent Dirichlet Allocation) • Feature Reduction (Selection / Extraction) o Stepwise Regression o RFE (Recursive Feature Elimination) o PCA (Principle Component Analysis) o LDA (Latent Dirichlet Allocation) o Linear Discriminate Analysis -Also LDA =/ o Genetic Algorithms o Wrapper Methods • Algorithms o Linear Regression Ridge Regression LASSO Elastic Net OLS (Ordinary Least Squares) o Logistic Regression o SVM (Support Vector Machine) RBF Kernel (Radial Basis Function) Polynomial & Linear Kernel Histogram Kernel o Random Forest o Adaboost o Logitboost o KNN (K Nearest Neighbors) o Naïve Bayes o K Means o Perceptron o Neural Nets o GBM (Gradient Boosting Machines)