Run
573014

Run 573014

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 22-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.J48.bagged(1)Learner mlr.classif.J48.bagged from package(s) RWeka.
mlr.classif.J48.bagged(1)_bw.iters100
mlr.classif.J48.bagged(1)_openml.seed1
mlr.classif.J48.bagged(1)_openml.kindMersenne-Twister
mlr.classif.J48.bagged(1)_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
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
358.5936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.132
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2769
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7442
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
129.27
UserCPU time millis testing
57.98
UserCPU time millis training
71.29