Run
8876480

Run 8876480

Task 9907 (Supervised Classification) autoUniv-au6-400 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
0.5363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1947
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.0042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2075
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1467
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.29
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7777
Cross-validation details (10-fold Crossvalidation)
Recall
0.29
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.322
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9984
Cross-validation details (10-fold Crossvalidation)