Man pages for bwrc/astrid-r
Automatic STructure IDentification
| analyze_dataset | Analyze the given dataset. |
| compute_ci | Compute the confidence intervals (CI) for the accuracy using... |
| cpermute | Produces a permutation of integers 1:length(vec) such that... |
| defactor | Defactor a numeric. |
| do_experiment_synthetic | Perform experiments on synthetic datasets. # Perform... |
| do_experiment_uci | Perform experiments on UCI datasets (in arff format). #... |
| get_dataset_properties | Get properties of a dataset. # Get properties of a dataset. |
| get_full_treelist | Return full list of trees. |
| get_k_tree | Get the k:th tree from a list of trees. |
| list_datasets | List datasets (arff-files) in a given path. # List datasets... |
| list_datasets_sorted | List datasets (arff-files) in a given path sorted by their... |
| load_result | Load results. # Load results in a given folder (where they... |
| make_group_matrix | Crate a results matrix from the analysis results of a... |
| make_synthetic_dataset | Generate synthetic dataset. |
| mksigma | Generate covariance matrix. |
| permutation | Permute the data matrix using the permutation tree. |
| permutedata | Use the permutation to obtain a new data matrix. |
| print_result_table_html | Print the results table in HTML |
| read_uci_dataset | Read UCI data set stored in arff format and transform all... |
| save_result | Save results as rds file. # Save results as rds file,... |
| sid_filter_trees | Find trees that are acceptable at the alpha significance... |
| sid_find_singleton | Find attribute to remove from a tree. |
| sid_gen_surrogate | Generate a surrogate (permuted) dataset. |
| sid_get_goodness | Get the goodness (accuracy) of a classifier. |
| sid_group | Find a grouping from a sorted list of attributes. |
| sid_halve | Calculate goodness for 2-group attribute sets. |
| sid_p | Calculate the p-values for a list of trees. |
| sid_part | Partition an array into two. |
| sid_p_ci | Binomial confidence interval for the p-value |
| sid_prune_group | Prune group. |
| sid_prune_singletons | Prune singletons from tree. |
| sid_prune_tree | Prune tree. |
| sid_prune_treelist | Prune all trees in the treelist. |
| sid_p_tree | Calculate the p-value for a tree. |
| sid_p_tree_es | Calculate the p-value for a tree (using early stopping) |
| sid_randomize_dataset | Convenience function for randomising the data inside a... |
| sid_singletonize | Singletonize the attributes in the vector x. |
| sid_sort | Rank attributes |
| sid_tree_goodness | Get the goodness (accuracy) of a tree. |
| sid_treeify | Create a valid tree from a list of attribute indices. |
| sid_untreeify | Undo treeification. |
| split_dataset | Split dataset into training and testing (50/50). # Split... |
| split_dataset_ttv | Split dataset into 3 parts: training, testing, validation... |
| testsplit | Split data set into training and validation sets, stratifying... |
| tree_to_letters | Represent a grouping (tree) using letters. |
