Real-World Machine Learning

Index

[A][B][C][D][E][F][G][H][I][K][L][M][N][O][P][Q][R][S][T][U][V][W]

A

accuracy assessment  cross-validation    holdout method    k-fold cross-validation    warnings regarding  overfitting and model optimism accuracy score accuracy vs. speed active learning method ad targeting Adaptive Multi-hyperplane Machines.     See AMM. additive models advertising example  display advertising  feature engineering  impression data  k-nearest neighbors  modeling strategy  random forests  real-world considerations  resource estimation and optimization  singular value decomposition  terminology AI (artificial intelligence) AIC (Akaikie information criterion) algorithms  linear  logistic regression  machine learning  nonlinear  random forest Amazon Web Services ...