ChiSquarePlot |
Plot for Chi-square Statistics |
ChiSquareTable |
Chi-square Statistics Table |
ComputeChisquared |
Compute the chi-square scores of features |
cp025q01.features |
Data for PISA 2012, CP025, Q01 (selected countries) |
cp025q01.wgt |
Treated data for PISA 2012, CP025, Q01 (selected countries) |
DataPartition |
Data Partition |
DtResult |
Decision Tree Result in Text View and Plot |
LOGANTree |
LOGANTree: Tree-based models for the analysis of log files from computer-based assessments |
NearZeroVariance |
Flag the features that have (near) zero variance |
PartialDependencePlot |
Partial Dependence Plot |
PerformanceMetrics |
Report table with the performance metrics for tree-based learning methods |
RocPlot |
ROC Curves Plot |
testing |
PISA 2012, CP025, Q01 (selected countries) Testing Data Set |
training |
PISA 2012, CP025, Q01 (selected countries) Training Data Set |
TreeModels |
Tree-based Model Training |
TreeModelsAllSteps |
Data Partition and Tree-based Model Training |
VariableImportancePlot |
Barplot comparing the feature importance across different learning methods. |
VariableImportanceTable |
Table comparing the feature importance for tree-based learning methods. |