DEVELOPMENT... OpenML
Run
167048

Run 167048

Task 3863 (Supervised Classification) hypothyroid Uploaded 18-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_NaiveBayes(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_NaiveBayes(2)_C3
weka.MultiBoostAB_NaiveBayes(2)_P100
weka.MultiBoostAB_NaiveBayes(2)_S1
weka.MultiBoostAB_NaiveBayes(2)_I80
weka.MultiBoostAB_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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.

22 Evaluation measures

Area under ROC curve
0.8434
Per class
F measure
0.9432
Per class
Kappa
0.5518
KB relative information score
547.6972
Mean absolute error
0.0837
Mean prior absolute error
0.1426
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9476
Per class
Predictive accuracy
0.951
Prior entropy
0.3928
Recall
0.951
Per class
Relative absolute error
0.5871
Root mean prior squared error
0.2668
Root mean squared error
0.2126
Root relative squared error
0.7968
SciMark benchmark
923.7642
UserCPU time millis
640
UserCPU time millis testing
170
UserCPU time millis training
470