Run
9190500

Run 9190500

Task 145860 (Supervised Classification) one-hundred-plants-shape 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
0.9346 ± 0.0156
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5015 ± 0.0332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5025 ± 0.0306
Cross-validation details (10-fold Crossvalidation)
KB relative information score
920.8677 ± 4.2105
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0144 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5175 ± 0.0412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5075 ± 0.0303
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.5075 ± 0.0303
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7285 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0826 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8302 ± 0.0126
Cross-validation details (10-fold Crossvalidation)