Run
8865666

Run 8865666

Task 145940 (Supervised Classification) thyroid-allrep Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.6611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6352
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3355
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-41.1082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2296
Cross-validation details (10-fold Crossvalidation)
Number of instances
2800
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.68
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.68
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3434
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.014
Cross-validation details (10-fold Crossvalidation)