DEVELOPMENT... OpenML
Run
28839

Run 28839

Task 4380 (Supervised Classification) pbc 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
0.7598
Per class
Build CPU time
0.3688
Build memory
1808195884.8651
F measure
0.6894
Per class
Kappa
0.3721
KB relative information score
1039.2328
Mean absolute error
0.3817
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
0.6893
Per class
Predictive accuracy
0.6897
Prior entropy
0.9928
Recall
0.6897
Per class
Relative absolute error
0.7711
Root mean prior squared error
0.4975
Root mean squared error
0.445
Root relative squared error
0.8945
SciMark benchmark
897.1793