Man pages for kleinschmidt/phondisttools
Tools for Analyzing Phonetic Cue Distributions
| apply_model_list | Compute likelihood of many models on the same data |
| classify | Use trained models to classify observed cue values |
| classify_indexical_with_holdout | Classify test data with cross-validated models |
| cue_matrix | Extract matrix of cues from data frame columns |
| get_accuracy | Two methods to compute accuracy from classifier |
| KL_mods | Compute KL divergence of one model from a second |
| KL_mvnorm | Calculate the KL divergence between two multivariate... |
| list_models | Convert data frame of models to named list |
| lower_tri_to_full | Expand lower-triangular vector to full matrix |
| marginal_model_lhood | Marginal likelihood of data under mixture model |
| model_lhood | Likelihood of data under one category's model |
| model_matrix | Create data matrix for a model |
| sample_n_groups | Randomly subsample data by group |
| train_models | Train models on specified grouping variable. |
| train_models_indexical_subsample_holdout | Train indexical group models with holdout and subsampling... |
| train_models_indexical_with_holdout | Train indexical models with cross-validation |
| train_test_split | Split data into training and test sets |
| unlist_models | Convert named list of models to data frame |
