DEVELOPMENT... OpenML
Run
32308

Run 32308

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.791
Per class
Build CPU time
0.0839
Build memory
268346996.2299
F measure
0.6552
Per class
Kappa
0.3095
KB relative information score
26.9629
Mean absolute error
0.3512
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6552
Per class
Predictive accuracy
0.6552
Prior entropy
0.9992
Recall
0.6552
Per class
Relative absolute error
0.7031
Root mean prior squared error
0.4997
Root mean squared error
0.4337
Root relative squared error
0.8679
SciMark benchmark
940.204