DEVELOPMENT... OpenML
Run
29005

Run 29005

Task 4646 (Supervised Classification) GCM Uploaded 10-10-2014 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
0.9493
Per class
Build CPU time
163.8577
Build memory
2809180659.04
F measure
0.72
Per class
Kappa
0.6957
KB relative information score
1137.6975
Mean absolute error
0.0746
Mean prior absolute error
0.1309
Number of instances
1900
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7294
Per class
Predictive accuracy
0.7216
Prior entropy
3.7108
Recall
0.7216
Per class
Relative absolute error
0.5699
Root mean prior squared error
0.2557
Root mean squared error
0.1784
Root relative squared error
0.6975
SciMark benchmark
931.9253

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