Run
8876031

Run 8876031

Task 3702 (Supervised Classification) fri_c1_1000_50 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
0.632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7391
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
147.3116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4397
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.743
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.743
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4831
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9704
Cross-validation details (10-fold Crossvalidation)