Run
9190235

Run 9190235

Task 145960 (Supervised Classification) mfeat-factors Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.kf

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.

17 Evaluation measures

Area under ROC curve
0.996 ± 0.0038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9526 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9472 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1818.3244 ± 2.0765
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0289 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9528 ± 0.0094
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9525 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9525 ± 0.0114
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1608 ± 0.0156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0974 ± 0.007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3247 ± 0.0234
Cross-validation details (10-fold Crossvalidation)