Run
8869655

Run 8869655

Task 145941 (Supervised Classification) thyroid-dis Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.7975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.3384
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2559
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
0.7028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7107
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.7107
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9809
Cross-validation details (10-fold Crossvalidation)