Run
528320

Run 528320

Task 47 (Supervised Classification) tae Uploaded 29-02-2016 by Jean Petric
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Flow

classif.PART.bagged(1)Learner classif.PART.bagged from package(s) RWeka.
classif.PART.bagged(1)_bw.iters50
classif.PART.bagged(1)_bw.replaceTRUE
classif.PART.bagged(1)_bw.size0.8
classif.PART.bagged(1)_bw.feats0.75
classif.PART.bagged(1)_seed1
classif.PART.bagged(1)_kindMersenne-Twister
classif.PART.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
0.6478
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2953
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.8211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5599
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1879
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.866
UserCPU time millis testing
15.088
UserCPU time millis training
18.778