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IRootLab
An Open-Source MATLAB toolbox for vibrational biospectroscopy
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Files | |
| file | data_draw.m |
| Draws "all curves in dataset". | |
| file | data_draw_3dhist.m |
| Draws the 3D figure: per-feature Histograms. | |
| file | data_draw_covariance.m |
| Draws covariance matrix. | |
| file | data_draw_hachures.m |
| Draws class means with hachured aread behind to give an idea of variability. | |
| file | data_draw_means.m |
| Draws class means. | |
| file | data_draw_pca_pareto.m |
| PCA pareto chart (number of PCs)x(% variance explained) | |
| file | data_draw_scatter_1d.m |
| Draws 1-D scatter plot with optional per-class distributions. | |
| file | data_draw_scatter_2d.m |
| Draws 2-D scatter plot. | |
| file | data_draw_scatter_3d.m |
| Draws 3-D scatter plot. | |
| file | data_draw_scatter_3d2.m |
| Draws 3-D scatter plot-ellipse walls. | |
| file | draw3d2_adjust.m |
| draw3d2_adjust | |
| file | draw3d2_core.m |
| draw3d2_core | |
| file | draw3d2_get_minmax.m |
| draw3d2_get_minmax | |
| file | data_assign_splitidxs.m |
| Assigns the splitidxs property based on hierarchy. | |
| file | data_get_cv.m |
| Calculates the "cluster vectors". | |
| file | data_get_legend.m |
Returns selected elements from data.classlabels according to the classes actually present in data.classes. | |
| file | data_isolate_class.m |
| Isolates a particular class, so it will be class 0 and all the other will be class 1. | |
| file | data_merge_cols.m |
| Merges several datasets into one (column-wise) | |
| file | data_merge_rows.m |
| Merges several datasets into one (row-wise) | |
| file | data_rename_classlabels.m |
| searches and replaces class labels | |
| file | data_renumber_classes.m |
| Renumbers classes to match the class order of a reference dataset. | |
| file | data_select_groups.m |
| Selects data rows by giving group indexes as parameters. | |
| file | data_select_hierarchy.m |
| Selects certain levels within the class labels. | |
| file | data_select_inliers.m |
| Selects only the data rows whose class is >= 0. | |
| file | data_sort_by_group.m |
| Sorts dataset rows by groupcode. | |
| file | data_sort_classlabels.m |
| Sorts data.classlabels and renumbers data.classes accordingly. | |
| file | data_split_classes.m |
| Splits data according to classes. Returns an array of structures. | |
| file | data_split_classmap.m |
| Splits dataset according to class map. | |
| file | data_split_groups.m |
| Splits data according to groups. Returns an array of datasets. | |
| file | data_split_sgs.m |
| Splits data using SGS. Returns an array of structures. | |
| file | detect_file_type.m |
| does a series of tests on the dataset file to try to guess its format | |
| file | data_eliminate_var0.m |
| Eliminates low-variance features. | |