DEVELOPMENT... OpenML
Run
29298

Run 29298

Task 4204 (Supervised Classification) squash-stored Uploaded 11-10-2014 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
0.8304
Per class
Build CPU time
0.0273
Build memory
4869586250.0923
F measure
0.6902
Per class
Kappa
0.493
KB relative information score
214.3055
Mean absolute error
0.276
Mean prior absolute error
0.4135
Number of instances
520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7019
Per class
Predictive accuracy
0.6962
Prior entropy
1.4782
Recall
0.6962
Per class
Relative absolute error
0.6674
Root mean prior squared error
0.4538
Root mean squared error
0.3737
Root relative squared error
0.8236
SciMark benchmark
930.5591