DEVELOPMENT... OpenML
Run
28948

Run 28948

Task 4654 (Supervised Classification) teachingAssistant 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
0.7411
Per class
Build CPU time
0.0338
Build memory
1106873548.1854
F measure
0.546
Per class
Kappa
0.3206
KB relative information score
448.9629
Mean absolute error
0.3465
Mean prior absolute error
0.4443
Number of instances
1510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5476
Per class
Predictive accuracy
0.547
Prior entropy
1.5845
Recall
0.547
Per class
Relative absolute error
0.7798
Root mean prior squared error
0.4713
Root mean squared error
0.4336
Root relative squared error
0.9198
SciMark benchmark
921.4578