DEVELOPMENT... OpenML
Run
32540

Run 32540

Task 4540 (Supervised Classification) squash-stored 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
0.8536
Per class
Build CPU time
0.0722
Build memory
813660711.4923
F measure
0.7795
Per class
Kappa
0.5555
KB relative information score
214.1059
Mean absolute error
0.3024
Mean prior absolute error
0.4936
Number of instances
520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7822
Per class
Predictive accuracy
0.7788
Prior entropy
0.9911
Recall
0.7788
Per class
Relative absolute error
0.6126
Root mean prior squared error
0.4967
Root mean squared error
0.3955
Root relative squared error
0.7964
SciMark benchmark
945.1298