Man pages for tohein/linearMTL
Linear Models for Multi-Task Learning
| BuildTreeHC | Construct tree for 'TreeGuidedGroupLasso' using hierarchical... |
| ComputeGroupWeights | Compute node weights using scheme from Kim et al [2010]. |
| ComputeLogLikelihood | Compute the log-likelihood for a given mixture model. |
| ComputeWeightsFromTree | Compute weights for 'TreeGuidedGroupLasso' from prior... |
| EvaluateClusteredLinearMTModel | Evaluate clustered LinearMTL model. |
| EvaluateLinearMTModel | Evaluate LinearMTL model. |
| LatentVariableRegression | Fit a latent variable linar multi-task model (Zhang et al.... |
| MTComputeError | Compute (mean) squared error for linear multi-task model. |
| MTComputeMeanCorrelation | Compute (mean) correlation for linear multi-task model. |
| MTPredict | Compute predictions for linear multi-task model. |
| PlotCustomHeatmap | Plot customized heatmap. |
| PrepareMatrices | Precompute matrices XTX and XTY for 'TreeGuidedGroupLasso'. |
| RunGroupCrossvalidation | Cross-validation wrapper for 'TreeGuidedGroupLasso'. |
| RunTBTCrossvalidation | Cross-validation wrapper for task-by-task lasso model. |
| RunTGGLMixSelection | RunTGGLMixSelection is a convenience function which runs... |
| TestLinearMTL | Test of tree-guided group lasso on synthetic data. |
| TGGLMix | Fit a tree-guided group lasso mixture model model (TGGLMix). |
| TreeGuidedGroupLasso | Fit a tree-guided group lasso model (Kim et al. 2010). |
