DEVELOPMENT... OpenML
Run
28097

Run 28097

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 09-10-2014 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)_I20
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
0.9227
Per class
Build CPU time
0.0097
Build memory
461638018.4
F measure
0.8584
Per class
Kappa
0.7117
KB relative information score
52.4604
Mean absolute error
0.2503
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8634
Per class
Predictive accuracy
0.86
Prior entropy
0.99
Recall
0.86
Per class
Relative absolute error
0.5077
Root mean prior squared error
0.4964
Root mean squared error
0.3349
Root relative squared error
0.6747
SciMark benchmark
944.1431