DEVELOPMENT... OpenML
Run
29472

Run 29472

Task 3722 (Supervised Classification) hungarian Uploaded 12-10-2014 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)_I40
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
0.8876
Per class
Build CPU time
0.0993
Build memory
2300594581.7415
F measure
0.8078
Per class
Kappa
0.58
KB relative information score
137.6814
Mean absolute error
0.2504
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8073
Per class
Predictive accuracy
0.8095
Prior entropy
0.9439
Recall
0.8095
Per class
Relative absolute error
0.5427
Root mean prior squared error
0.4802
Root mean squared error
0.359
Root relative squared error
0.7476
SciMark benchmark
941.2561