Transfer Learning with Regularized Generalized Linear Models


[Up] [Top]

Documentation for package ‘glmtrans’ version 1.0.0

Help Pages

glmtrans Fit a transfer learning generalized linear model (GLM) with elasticnet regularization.
micromass Micromass data set.
models Generate data from Gaussian, logistic and Poisson models.
plot.glmtrans Visualize the losses of different sources and the threshold to determine transferability.
plot.glmtrans_source_detection Visualize the losses of different sources and the threshold to determine transferability.
predict.glmtrans Predict for new data from a "glmtrans" object.
print.glmtrans Print a fitted "glmtrans" object.
source_detection Transferable source detection for GLM transfer learning algorithm.