Run
8885251

Run 8885251

Task 146060 (Supervised Classification) isolet Uploaded 14-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-KStar.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
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6687.5649
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0111
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.8553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5405
Cross-validation details (10-fold Crossvalidation)