Run
1873633

Run 1873633

Task 3570 (Supervised Classification) biomed Uploaded 29-03-2017 by Heidi Seibold
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Flow

mlr.classif.randomForestSRC(2)Learner mlr.classif.randomForestSRC from package(s) randomForestSRC.
mlr.classif.randomForestSRC(2)_openml.seed1
mlr.classif.randomForestSRC(2)_openml.kindMersenne-Twister
mlr.classif.randomForestSRC(2)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
161.5918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8995
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9428
Cross-validation details (10-fold Crossvalidation)
Recall
0.8995
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.317
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6608
Cross-validation details (10-fold Crossvalidation)