DEVELOPMENT... OpenML
Run
28156

Run 28156

Task 3532 (Supervised Classification) tr12.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
0.9649
Per class
Build CPU time
120.2926
Build memory
989490624.7923
F measure
0.8147
Per class
Kappa
0.7909
KB relative information score
249.1426
Mean absolute error
0.0583
Mean prior absolute error
0.2079
Number of instances
313
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8296
Per class
Predictive accuracy
0.8275
Prior entropy
2.7783
Recall
0.8275
Per class
Relative absolute error
0.2804
Root mean prior squared error
0.3222
Root mean squared error
0.1758
Root relative squared error
0.5457
SciMark benchmark
944.8874