DEVELOPMENT... OpenML
Run
68677

Run 68677

Task 3044 (Supervised Classification) hypothyroid Uploaded 30-11-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I160
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

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.

21 Evaluation measures

Area under ROC curve
0.9634
Per class
Build CPU time
1.136
Build memory
2062091376
F measure
0.9547
Per class
Kappa
0.6917
KB relative information score
602.5623
Mean absolute error
0.0335
Mean prior absolute error
0.0736
Number of instances
1244
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9542
Per class
Predictive accuracy
0.9574
Prior entropy
0.4715
Recall
0.9574
Per class
Relative absolute error
0.456
Root mean prior squared error
0.1923
Root mean squared error
0.1316
Root relative squared error
0.6846
SciMark benchmark
905.0866