DEVELOPMENT... OpenML
Run
32055

Run 32055

Task 4433 (Supervised Classification) sleuth_ex2015 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
0.6714
Per class
Build CPU time
0.0494
Build memory
1091118476.88
F measure
0.6691
Per class
Kappa
0.331
KB relative information score
119.9288
Mean absolute error
0.4049
Mean prior absolute error
0.4952
Number of instances
600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6749
Per class
Predictive accuracy
0.675
Prior entropy
0.9932
Recall
0.675
Per class
Relative absolute error
0.8177
Root mean prior squared error
0.4975
Root mean squared error
0.4822
Root relative squared error
0.9692
SciMark benchmark
947.0991