Run
9190220

Run 9190220

Task 145889 (Supervised Classification) vertebra-column 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
0.9095 ± 0.0542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8467 ± 0.0616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6417 ± 0.1445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.0369 ± 3.6003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2105 ± 0.0438
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8504 ± 0.0581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8516 ± 0.0573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9084
Cross-validation details (10-fold Crossvalidation)
Recall
0.8516 ± 0.0573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4813 ± 0.1002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3283 ± 0.0542
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7022 ± 0.116
Cross-validation details (10-fold Crossvalidation)