Run
9190208

Run 9190208

Task 145862 (Supervised Classification) qsar-biodeg 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
0.9013 ± 0.0444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8446 ± 0.0418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6478 ± 0.0957
Cross-validation details (10-fold Crossvalidation)
KB relative information score
557.5195 ± 6.2027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.218 ± 0.023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8453 ± 0.0418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8474 ± 0.04
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8474 ± 0.04
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4875 ± 0.0512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3293 ± 0.0336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6965 ± 0.0708
Cross-validation details (10-fold Crossvalidation)