DEVELOPMENT... OpenML
Run
27718

Run 27718

Task 1922 (Supervised Classification) haberman Uploaded 08-10-2014 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
0.6269
Per class
Build CPU time
0.0152
Build memory
636515031.1242
F measure
0.6912
Per class
Kappa
0.1632
KB relative information score
156.7271
Mean absolute error
0.3537
Mean prior absolute error
0.39
Number of instances
3060
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6836
Per class
Predictive accuracy
0.7212
Prior entropy
0.836
Recall
0.7212
Per class
Relative absolute error
0.9069
Root mean prior squared error
0.4412
Root mean squared error
0.4437
Root relative squared error
1.0057
SciMark benchmark
936.0051