Run
572989

Run 572989

Task 3796 (Supervised Classification) fri_c4_250_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
0.8564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
179.2019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.14
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.86
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7512
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
134.7
UserCPU time millis testing
63.28
UserCPU time millis training
71.42