Multi-Task Learning with Orthogonal Constraints

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Documentation for package ‘orthoMTL’ version 0.1.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

accuracy_mtl	Classification Accuracy for Multi-Task Predictions
auc_mtl	Area Under the ROC Curve for Multi-Task Predictions
bootstrap_orthoMTL	Bootstrap Inference for orthoMTL Coefficients
cindex_mtl	Concordance Index for Multi-Task Predictions
coef.orthoMTL	Extract Coefficients from an orthoMTL Model
create_constraint_matrix	Create Diffusion Constraint Matrix
create_indicator_matrix	Create Censoring Indicator Matrix
create_longitudinal_labels	Convert Survival Data to Longitudinal Binary Labels
cv_orthoMTL	Cross-Validation for orthoMTL Hyperparameter Selection
nnmaxheap_C	Project a Vector onto Non-Negative Non-Increasing Space
orthoMTL	Multi-task learning with orthogonal constraints
plot_bootstrap	Bootstrap Coefficient Comparison Plot
plot_correlation	Task Correlation Map for orthoMTL
plot_heatmap	Coefficient Heatmap for orthoMTL
plot_prediction	Prediction Swimmer Plot for orthoMTL
predict.orthoMTL	Predict from an orthoMTL Model
print.bootstrap_orthoMTL	Print Bootstrap Inference Results
print.cv_orthoMTL	Print Cross-Validation Results
print.orthoMTL	Print an orthoMTL Object
print.simulated_mtl	Print Simulated Multi-Task Data
r2_mtl	Coefficient of Determination (R-squared) for Multi-Task Regression
rmse_mtl	Root Mean Squared Error for Multi-Task Regression
simulate_mtl	Simulate Multi-Task Data with Time-Varying Effects
summary.orthoMTL	Summarise an orthoMTL Object