DEVELOPMENT... OpenML
Run
28693

Run 28693

Task 4363 (Supervised Classification) fri_c3_250_10 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)_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
0.9506
Per class
Build CPU time
0.0971
Build memory
40077371.12
F measure
0.8894
Per class
Kappa
0.7773
KB relative information score
1652.6685
Mean absolute error
0.1812
Mean prior absolute error
0.4968
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8897
Per class
Predictive accuracy
0.8896
Prior entropy
0.9955
Recall
0.8896
Per class
Relative absolute error
0.3647
Root mean prior squared error
0.4984
Root mean squared error
0.2891
Root relative squared error
0.5801
SciMark benchmark
944.219