Package index
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sparselink-package
- Sparse regression for related problems
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sparselink()
- Sparse regression for related problems
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coef(<sparselink>)
- Regression Coefficients
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predict(<sparselink>)
- Out-of-sample Predictions
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logit()
- logit function
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sigmoid()
- Sigmoid function
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link_function()
- Link function
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mean_function()
- Mean function
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calc_metric()
- Calculate deviance
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make_folds_multi()
make_folds_trans()
- Create folds for multi-task and transfer learning
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get_info()
- Extract dimensionality.
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fuse_data()
- Data fusion
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construct_weights()
- Construct internal and external weights
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construct_penfacs()
- Construct penalty factors
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wrap_empty()
wrap_separate()
predict(<wrap_separate>)
coef(<wrap_separate>)
wrap_common()
predict(<wrap_common>)
coef(<wrap_common>)
wrap_mgaussian()
predict(<wrap_mgaussian>)
coef(<wrap_mgaussian>)
wrap_spls()
predict(<wrap_spls>)
coef(<wrap_spls>)
wrap_glmtrans()
predict(<wrap_glmtrans>)
coef(<wrap_glmtrans>)
wrap_xrnet()
predict(<wrap_xrnet>)
coef(<wrap_xrnet>)
- Available methods
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sim_data_multi()
sim_data_trans()
- Data simulation for related problems
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traintest()
- Train and test model
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cv_multiple()
cv_transfer()
- Model comparison
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count_vector()
count_matrix()
- Metrics for sign detection
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plot_change()
- Pairwise differences
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plot_weight()
- Visualise metric that depends on two parameters