Page 205 - Data Science Algorithms in a Week

R Hello World example 174 S
random decision tree 189
random forest algorithm singular value decomposition 190
implementation 83 statistics
overview 76 basic concepts 170, 171
random forest construction support vector machines 190
about 78, 88 T
overview 76
random decision tree number 0, construction 78, temperature preferences 6, 7, 8, 9, 10
79, 88, 89, 90, 91 text classification, k-NN
random decision tree number 1, construction 80, analysis 24
81, 82, 92 text classification, non-Euclidean distances
random decision tree number 2, construction 92 analysis 22
random decision tree number 3, construction 92 text classification
random forest k-NN, in higher-dimensions 23, 24
about 189 non-Euclidean distances, used 20
analysis 77, 78 text mining 190
classification 83 time series analysis 190
example 87, 88 tree bagging 76
regression analysis 189