DEVELOPMENT... OpenML
Run
28556

Run 28556

Task 4350 (Supervised Classification) fri_c1_500_25 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
0.9369
Per class
Build CPU time
0.2334
Build memory
1803994152.8
F measure
0.8734
Per class
Kappa
0.7454
KB relative information score
3184.2949
Mean absolute error
0.1929
Mean prior absolute error
0.4977
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8745
Per class
Predictive accuracy
0.8738
Prior entropy
0.9967
Recall
0.8738
Per class
Relative absolute error
0.3876
Root mean prior squared error
0.4988
Root mean squared error
0.3083
Root relative squared error
0.618
SciMark benchmark
945.9383