Run
1874438

Run 1874438

Task 145680 (Supervised Classification) thyroid-allbp Uploaded 29-03-2017 by Jan van Rijn
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Flow

weka.OneR(18)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(18)_B6

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
0.596
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5703
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2259
Cross-validation details (10-fold Crossvalidation)
KB relative information score
833.1056
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1446
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
0.5591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1226
Cross-validation details (10-fold Crossvalidation)