DEVELOPMENT... OpenML
Run
28081

Run 28081

Task 3518 (Supervised Classification) tr45.wc 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)_I20
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
0.9859
Per class
Build CPU time
413.4135
Build memory
3208680094.4
F measure
0.9259
Per class
Kappa
0.9173
KB relative information score
615.9122
Mean absolute error
0.0269
Mean prior absolute error
0.172
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9336
Per class
Predictive accuracy
0.929
Prior entropy
3.0415
Recall
0.929
Per class
Relative absolute error
0.1565
Root mean prior squared error
0.2932
Root mean squared error
0.1098
Root relative squared error
0.3746
SciMark benchmark
947.7396