Run
8871652

Run 8871652

Task 146060 (Supervised Classification) isolet Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.8726
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4680.3044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0446
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
0.5015
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4894
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.4894
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8385
Cross-validation details (10-fold Crossvalidation)