cvek | Conducting Cross-validated Kernel Ensemble |
define_library | Defining Kernel Library |
ensemble | Estimating Ensemble Kernel Matrices |
ensemble_avg | Estimating Ensemble Kernel Matrices Using AVG |
ensemble_exp | Estimating Ensemble Kernel Matrices Using EXP |
ensemble_stack | Estimating Ensemble Kernel Matrices Using Stack |
estimate_ridge | Estimating a Single Model |
estimation | Conducting Gaussian Process Regression |
generate_kernel | Generating A Single Kernel |
kernel_intercept | Generating A Single Matrix-wise Function Using Intercept |
kernel_linear | Generating A Single Matrix-wise Function Using Linear |
kernel_matern | Generating A Single Matrix-wise Function Using Matern |
kernel_nn | Generating A Single Matrix-wise Function Using Neural Network |
kernel_polynomial | Generating A Single Matrix-wise Function Using Polynomial |
kernel_rational | Generating A Single Matrix-wise Function Using Rational Quadratic |
kernel_rbf | Generating A Single Matrix-wise Function Using RBF |
parse_cvek_formula | Parsing User-supplied Formula |
predict.cvek | Predicting New Response |
test_asymp | Conducting Score Tests for Interaction Using Asymptotic Test |
test_boot | Conducting Score Tests for Interaction Using Bootstrap Test |
tuning | Calculating Tuning Parameters |
tuning_AIC | Calculating Tuning Parameters Using AIC |
tuning_AICc | Calculating Tuning Parameters Using AICc |
tuning_BIC | Calculating Tuning Parameters Using BIC |
tuning_GCV | Calculating Tuning Parameters Using GCV |
tuning_GCVc | Calculating Tuning Parameters Using GCVc |
tuning_gmpml | Calculating Tuning Parameters Using GMPML |
tuning_loocv | Calculating Tuning Parameters Using looCV |