DEVELOPMENT... OpenML
Run
28237

Run 28237

Task 4568 (Supervised Classification) hypothyroid Uploaded 09-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_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.

21 Evaluation measures

Area under ROC curve
0.9933
Per class
Build CPU time
0.3594
Build memory
187595479.9902
F measure
0.9971
Per class
Kappa
0.9796
KB relative information score
35665.6709
Mean absolute error
0.0057
Mean prior absolute error
0.1426
Number of instances
37720
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9971
Per class
Predictive accuracy
0.9971
Prior entropy
0.3928
Recall
0.9971
Per class
Relative absolute error
0.0398
Root mean prior squared error
0.2668
Root mean squared error
0.0525
Root relative squared error
0.1969
SciMark benchmark
946.6621