DEVELOPMENT... OpenML
Run
31749

Run 31749

Task 4380 (Supervised Classification) pbc 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)_I160
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
0.7629
Per class
Build CPU time
1.1991
Build memory
1155471056.4153
F measure
0.6947
Per class
Kappa
0.3829
KB relative information score
1039.8658
Mean absolute error
0.3822
Mean prior absolute error
0.495
Number of instances
4180
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6946
Per class
Predictive accuracy
0.695
Prior entropy
0.9928
Recall
0.695
Per class
Relative absolute error
0.7721
Root mean prior squared error
0.4975
Root mean squared error
0.4433
Root relative squared error
0.8912
SciMark benchmark
944.0453