Man pages for LOGANTree
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
| 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... |
| NearZeroVariance | Flag the features that have (near) zero variance |
| PartialDependencePlot | Partial Dependence Plot |
| PerformanceMetrics | Report table with the performance metrics for tree-based... |
| 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... |
| VariableImportanceTable | Table comparing the feature importance for tree-based... |
