DEVELOPMENT... OpenML
Run
32931

Run 32931

Task 4351 (Supervised Classification) rabe_265 Uploaded 14-10-2014 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
0.6968
Per class
Build CPU time
0.035
Build memory
217824079.7647
F measure
0.6983
Per class
Kappa
0.3731
KB relative information score
102.0212
Mean absolute error
0.3971
Mean prior absolute error
0.485
Number of instances
510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6984
Per class
Predictive accuracy
0.702
Prior entropy
0.9791
Recall
0.702
Per class
Relative absolute error
0.8187
Root mean prior squared error
0.4922
Root mean squared error
0.4671
Root relative squared error
0.949
SciMark benchmark
920.5126