Description Usage Arguments Value Author(s) See Also Examples
summary method for class 'mdr'
, after fitting with mdr.cv
or mdr.3WS
1 2 |
object |
an object of class |
... |
additional arguments |
a table, with columns for level of interaction, bests MDR models for each level (including overall best model), and accuracy results. Accuracy results depend on the validation method for object
.
Level |
level of interaction |
Best Models |
best MDR by level |
Classification Accuracy |
average classification accuracy (percent) calculated from the training sets; for |
Prediction Accuracy |
average prediction accuracy (percent) calculated from the testing sets; for |
Cross-Validation Consistency |
the number for times a model was chosen as 'best' out of k, for k-fold cross-validation; for |
Training Accuracy |
classification accuracy (percent) calculated from the training set; for |
Testing Accuracy |
classification accuracy (percent) calculated from the testing set; for |
Validation Accuracy |
classification accuracy (percent) calculated from the validation set; for |
...
Stacey Winham
mdr.cv
, mdr.3WS
, predict.mdr
, plot.mdr
1 2 3 4 5 6 7 8 |
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.