DEVELOPMENT... OpenML
Run
55750

Run 55750

Task 3044 (Supervised Classification) hypothyroid Uploaded 12-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I80
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9998
Per class
Build CPU time
565.833
Build memory
23218848
F measure
0.9952
Per class
Kappa
0.9678
KB relative information score
1154.4482
Mean absolute error
0.0056
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
0.9953
Per class
Predictive accuracy
0.9952
Prior entropy
0.4715
Recall
0.9952
Per class
Relative absolute error
0.0768
Root mean prior squared error
0.1923
Root mean squared error
0.0451
Root relative squared error
0.2346
SciMark benchmark
939.9473