Run
8866439

Run 8866439

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.7983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
647.2094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1649
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8351
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4061
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8589
Cross-validation details (10-fold Crossvalidation)