DEVELOPMENT... OpenML
Run
147312

Run 147312

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

weka.Bagging_IBk(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(2)_I40
weka.Bagging_IBk(2)_P100
weka.Bagging_IBk(2)_S1
weka.Bagging_IBk(2)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(2)_num-slots1
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.7574
Per class
F measure
0.9155
Per class
Kappa
0.3525
KB relative information score
159.3537
Mean absolute error
0.0886
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
0.9112
Per class
Predictive accuracy
0.9239
Prior entropy
0.3928
Recall
0.9239
Per class
Relative absolute error
0.6212
Root mean prior squared error
0.2668
Root mean squared error
0.2477
Root relative squared error
0.9283
SciMark benchmark
945.6434
UserCPU time millis
168520
UserCPU time millis testing
168490
UserCPU time millis training
30