Run
9190202

Run 9190202

Task 125917 (Supervised Classification) abalone 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
0.7142 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2288 ± 0.0209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1382 ± 0.0243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
744.3489 ± 3.2012
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0574 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2363 ± 0.0264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2461 ± 0.0217
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2461 ± 0.0217
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9282 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1705 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9703 ± 0.0045
Cross-validation details (10-fold Crossvalidation)