DEVELOPMENT... OpenML
Run
31829

Run 31829

Task 4390 (Supervised Classification) chatfield_4 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
0.953
Per class
Build CPU time
0.2396
Build memory
1171200109.3958
F measure
0.8933
Per class
Kappa
0.7784
KB relative information score
1630.5826
Mean absolute error
0.1538
Mean prior absolute error
0.4784
Number of instances
2350
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8952
Per class
Predictive accuracy
0.8928
Prior entropy
0.9689
Recall
0.8928
Per class
Relative absolute error
0.3215
Root mean prior squared error
0.489
Root mean squared error
0.2836
Root relative squared error
0.58
SciMark benchmark
946.4918