Man pages for l-ramirez-lopez/resemble
Memory-Based Learning in Spectral Chemometrics
| check_pc_arguments | checks the pc_selection argument |
| cor_diss | Correlation and moving correlation dissimilarity measurements... |
| dissimilarity | Dissimilarity computation between matrices |
| diss_to_neighbors | From dissimilarity matrix to neighbors |
| euclid_to_mahal | A function for transforming a matrix from its Euclidean space... |
| eval_multi_pc_diss | evaluation of multiple distances obtained with multiple PCs |
| fast_diss | A fast distance algorithm for two matrices written in C++ |
| fast_diss_vector | A fast algorithm of (squared) Euclidean cross-distance for... |
| f_diss | Euclidean, Mahalanobis and cosine dissimilarity measurements |
| fit_and_predict | Local multivariate regression |
| format_xr_xu_indices | format internal messages |
| gaussian_pr_cv | Cross validation for Gaussian process regression |
| gaussian_process | Gaussian process regression with linear kernel... |
| gaussian_process_cv | Internal Cpp function for performing leave-group-out cross... |
| get_col_largest_sd | Function for identifiying the column in a matrix with the... |
| get_col_sds | Standard deviation of columns |
| get_column_means | Function for computing the mean of each column in a matrix |
| get_column_sds | Function for computing the standard deviation of each column... |
| get_column_sums | Function for computing sum of each column in a matrix |
| get_eval_categorical | get the evaluation results for categorical data |
| get_eval_continuous | get the evaluation results for continuous data |
| get_ith_local_neighbors | A function to obtain the local neighbors based on... |
| get_local_pls_weights | Internal Cpp function for computing the weights of the PLS... |
| get_neighbor_info | A function to get the neighbor information |
| get_predictions | Extract predictions from an object of class 'mbl' |
| get_samples_from_strata | A function for stratified calibration/validation sampling |
| get_sample_strata | A function to assign values to sample distribution strata |
| get_wapls_weights | Internal function for computing the weights of the PLS... |
| get_weights | Computes the weights for pls regressions |
| ith_mbl_neighbor | An iterator for local prediction data in mbl |
| ith_subsets_ortho_diss | iterator for nearest neighbor subsets |
| local_fit | Local fit functions |
| local_ortho_diss | local ortho dissimilarity matrices initialized by a global... |
| mbl | A function for memory-based learning (mbl) |
| mbl_control | A function that controls some few aspects of the memory-based... |
| moving_cor_diss | Moving/rolling correlation distance of two matrices |
| opls | orthogonal scores algorithn of partial leat squares (opls) |
| opls_cv_cpp | Internal Cpp function for performing leave-group-out... |
| opls_for_projection | orthogonal scores algorithn of partial leat squares (opls)... |
| opls_get_all | orthogonal scores algorithn of partial leat squares... |
| opls_get_basics | fast orthogonal scores algorithn of partial leat squares... |
| opls_gs | orthogonal scores algorithm of partial leat squares (opls) |
| optim_sample_strata | A function to construct an optimal strata for the samples,... |
| ortho_diss | A function for computing dissimilarity matrices from... |
| ortho_projection | Orthogonal projections using principal component analysis and... |
| overall_var | Function for computing the overall variance of a matrix |
| pca_nipals | Principal components based on the non-linear iterative... |
| pkg_info | Get the package version info |
| plot.mbl | Plot method for an object of class 'mbl' |
| plot.ortho_projection | Plot method for an object of class 'ortho_projection' |
| pls_cv | Cross validation for PLS regression |
| predict_gaussian_process | Prediction function for the 'gaussian_process' function... |
| predict_opls | Prediction function for the 'opls' and 'fopls' functions |
| print.local_fit | Print method for an object of class 'local_fit' |
| print.local_ortho_diss | Print method for an object of class 'ortho_diss' |
| print.mbl | Print method for an object of class 'mbl' |
| print.ortho_projection | Print method for an object of class 'ortho_projection' |
| project_opls | Projection function for the 'opls' function |
| reconstruction_error | Projection to pls and then re-construction |
| resemble-package | Overview of the functions in the resemble package |
| sample_stratified | A function to create calibration and validation sample sets... |
| search_neighbors | A function for searching in a given reference set the... |
| sid | A function for computing the spectral information divergence... |
| sim_eval | A function for evaluating dissimilarity matrices (sim_eval) |
| sqrt_sm | Square root of (square) symmetric matrices |
| sub-.local_ortho_diss | Print method for an object of class 'local_ortho_diss' |
| which_min | A function to compute row-wise index of minimum values of a... |
| which_min_vector | A function to compute indices of minimum values of a distance... |
