Run
9190196

Run 9190196

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 18-04-2018 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
0.7141 ± 0.0221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6 ± 0.0258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3063 ± 0.0494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
478.1325 ± 4.1932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3196 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5816 ± 0.0235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6264 ± 0.0264
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.6264 ± 0.0264
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8424 ± 0.0127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4039 ± 0.0069
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9273 ± 0.016
Cross-validation details (10-fold Crossvalidation)