Run
8865759

Run 8865759

Task 145959 (Supervised Classification) balance-scale Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
214.0749
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2652
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3422
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7856
Cross-validation details (10-fold Crossvalidation)