Run
9190198

Run 9190198

Task 145805 (Supervised Classification) vehicle 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
0.9209 ± 0.0152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7322 ± 0.0564
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6516 ± 0.0723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
544.386 ± 2.3528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1662 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7292 ± 0.0615
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7388 ± 0.0542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7388 ± 0.0542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4434 ± 0.0261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2823 ± 0.0132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6521 ± 0.0305
Cross-validation details (10-fold Crossvalidation)
Total cost