Run
2433985

Run 2433985

Task 3776 (Supervised Classification) fri_c2_1000_10 Uploaded 23-06-2017 by Janek Thomas
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Flow

mlr.classif.randomForest(29)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(29)_openml.seed1
mlr.classif.randomForest(29)_openml.kindMersenne-Twister
mlr.classif.randomForest(29)_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
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9097
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
813.1201
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.09
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.91
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1847
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6078
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.78
UserCPU time millis testing
0.51
UserCPU time millis training
6.27