Run
528398

Run 528398

Task 3907 (Supervised Classification) mc1 Uploaded 02-03-2016 by Jean Petric
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Flow

classif.J48.bagged(1)Learner classif.J48.bagged from package(s) RWeka.
classif.J48.bagged(1)_bw.iters10
classif.J48.bagged(1)_bw.replaceTRUE
classif.J48.bagged(1)_bw.size0.8
classif.J48.bagged(1)_bw.feats0.75
classif.J48.bagged(1)_seed1
classif.J48.bagged(1)_kindMersenne-Twister
classif.J48.bagged(1)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.6248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3068.0457
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Number of instances
9466
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10-fold Crossvalidation)
Recall
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9026
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
17.815
UserCPU time millis testing
5.146
UserCPU time millis training
12.669