Run
8862017

Run 8862017

Task 3788 (Supervised Classification) visualizing_galaxy Uploaded 27-02-2018 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
0.9233
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
276.5186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0712
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
323
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.995
Cross-validation details (10-fold Crossvalidation)
Recall
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5356
Cross-validation details (10-fold Crossvalidation)