Run
1874445

Run 1874445

Task 145680 (Supervised Classification) thyroid-allbp Uploaded 29-03-2017 by Joaquin Vanschoren
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Flow

weka.J48(38)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(38)_C0.25
weka.J48(38)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7403
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1032.9438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1563
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
0.651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.966
Cross-validation details (10-fold Crossvalidation)