Man pages for thecomeonman/CURD
Implementation of the CURD algorithm for clustering
| AssignCluster | AssignClusterCore needs a shell function around it for... |
| AssignClusterCore | Backend for AssignCluster |
| CalculatePerformanceFromConfusionMatrix | Calculate performance metric from confusion matrix Right now,... |
| DrawTree | Draws the tree with labels, etc. |
| dtUCIVotingRecords | UCI voting dataset |
| EvaluateFeaturesUsingClassifier | Feature selection for node split using RF/rpart models |
| EvaluateNodeCandidateUsingRF | Evaluate a feature using random forest |
| EvaluateNodeCandidateUsingRpart | Evaluate a feature using classification tree models |
| GetClassificationAccuracyByClassDepth | Classification accuracy at various levels |
| hello | Hello, World! |
| NewClusteringNodes | Function to return details of each node in a tabular format.... |
| OptimizeNominalFeatureChunks | Figure out how to divide nominal features into chunks |
| OptimizeOrdinalFeatureChunks | Figure out how to divide ordinal features into chunks |
| QualityOfClustering | Measures quality of clustering at various levels |
| RecursivePartitioningTreeClustering | End function to evaluate (using RF) predictor candidates on... |
| TagClustersByDepth | Tag clusters by depth Iterate through depth levels For a... |
| TraverseTreeToMeasureClassificationQuality | FUNCTION: TEST PERFORMANCE OF CLUSTER TREE ON LABELED DATA... |
| TraverseTreeToSummarizeClustersAsDataTable | Summarise tree as data.table with a row for each node This... |
| TreeStretchedToBottom | Basically adds a Stretch column to the output of... |
| TreeStretchedToBottomWithDetails | Builds on TreeStretchedToBottom and adds additional details |
