DEVELOPMENT... OpenML
Run
30858

Run 30858

Task 1922 (Supervised Classification) haberman Uploaded 13-10-2014 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)_I80
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
0.646
Per class
Build CPU time
0.059
Build memory
888720100.5072
F measure
0.6956
Per class
Kappa
0.174
KB relative information score
169.4215
Mean absolute error
0.3525
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
0.6898
Per class
Predictive accuracy
0.7271
Prior entropy
0.836
Recall
0.7271
Per class
Relative absolute error
0.9038
Root mean prior squared error
0.4412
Root mean squared error
0.4394
Root relative squared error
0.9959
SciMark benchmark
922.4611