Man pages for bwrc/astrid-r
Automatic STructure IDentification

analyze_datasetAnalyze the given dataset.
compute_ciCompute the confidence intervals (CI) for the accuracy using...
cpermuteProduces a permutation of integers 1:length(vec) such that...
defactorDefactor a numeric.
do_experiment_syntheticPerform experiments on synthetic datasets. # Perform...
do_experiment_uciPerform experiments on UCI datasets (in arff format). #...
get_dataset_propertiesGet properties of a dataset. # Get properties of a dataset.
get_full_treelistReturn full list of trees.
get_k_treeGet the k:th tree from a list of trees.
list_datasetsList datasets (arff-files) in a given path. # List datasets...
list_datasets_sortedList datasets (arff-files) in a given path sorted by their...
load_resultLoad results. # Load results in a given folder (where they...
make_group_matrixCrate a results matrix from the analysis results of a...
make_synthetic_datasetGenerate synthetic dataset.
mksigmaGenerate covariance matrix.
permutationPermute the data matrix using the permutation tree.
permutedataUse the permutation to obtain a new data matrix.
print_result_table_htmlPrint the results table in HTML
read_uci_datasetRead UCI data set stored in arff format and transform all...
save_resultSave results as rds file. # Save results as rds file,...
sid_filter_treesFind trees that are acceptable at the alpha significance...
sid_find_singletonFind attribute to remove from a tree.
sid_gen_surrogateGenerate a surrogate (permuted) dataset.
sid_get_goodnessGet the goodness (accuracy) of a classifier.
sid_groupFind a grouping from a sorted list of attributes.
sid_halveCalculate goodness for 2-group attribute sets.
sid_pCalculate the p-values for a list of trees.
sid_partPartition an array into two.
sid_p_ciBinomial confidence interval for the p-value
sid_prune_groupPrune group.
sid_prune_singletonsPrune singletons from tree.
sid_prune_treePrune tree.
sid_prune_treelistPrune all trees in the treelist.
sid_p_treeCalculate the p-value for a tree.
sid_p_tree_esCalculate the p-value for a tree (using early stopping)
sid_randomize_datasetConvenience function for randomising the data inside a...
sid_singletonizeSingletonize the attributes in the vector x.
sid_sortRank attributes
sid_tree_goodnessGet the goodness (accuracy) of a tree.
sid_treeifyCreate a valid tree from a list of attribute indices.
sid_untreeifyUndo treeification.
split_datasetSplit dataset into training and testing (50/50). # Split...
split_dataset_ttvSplit dataset into 3 parts: training, testing, validation...
testsplitSplit data set into training and validation sets, stratifying...
tree_to_lettersRepresent a grouping (tree) using letters.
bwrc/astrid-r documentation built on June 24, 2017, 8:05 p.m.