R: Multi-Task Learning with Orthogonal Constraints

# Multi-Task Learning with Orthogonal Constraints

## Documentation for package ‘orthoMTL’ version 0.1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## 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