DEVELOPMENT... OpenML
Run
30946

Run 30946

Task 4247 (Supervised Classification) analcatdata_lawsuit Uploaded 13-10-2014 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)_I80
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
0.9442
Per class
Build CPU time
0.0276
Build memory
1125435985.2
F measure
0.9828
Per class
Kappa
0.8733
KB relative information score
1919.6908
Mean absolute error
0.0288
Mean prior absolute error
0.1363
Number of instances
2640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9832
Per class
Predictive accuracy
0.9826
Prior entropy
0.385
Recall
0.9826
Per class
Relative absolute error
0.2115
Root mean prior squared error
0.2585
Root mean squared error
0.1241
Root relative squared error
0.4802
SciMark benchmark
897.2731