Run
8876838

Run 8876838

Task 145966 (Supervised Classification) mfeat-zernike Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.9514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7329
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1516.9238
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0536
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2028
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6759
Cross-validation details (10-fold Crossvalidation)