Run
3842064

Run 3842064

Task 37 (Supervised Classification) diabetes Uploaded 03-07-2017 by Bernd Bischl
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Flow

mlr.classif.randomForest(31)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(31)_mtry2
mlr.classif.randomForest(31)_openml.seed1
mlr.classif.randomForest(31)_openml.kindMersenne-Twister
mlr.classif.randomForest(31)_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.

20 Evaluation measures

Area under ROC curve
0.7348
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
364.7429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2292
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0043
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.5
UserCPU time millis testing
0.051
UserCPU time millis training
2.449