Run
8872299

Run 8872299

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey Uploaded 03-03-2018 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
0.5253
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-20.2229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3426
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3453
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7667
Cross-validation details (10-fold Crossvalidation)
Recall
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0755
Cross-validation details (10-fold Crossvalidation)
Total cost