DEVELOPMENT... OpenML
Run
32165

Run 32165

Task 1901 (Supervised Classification) car 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
0.9901
Per class
Build CPU time
0.3357
Build memory
2675405727.8195
F measure
0.9387
Per class
Kappa
0.8668
KB relative information score
14218.2595
Mean absolute error
0.0509
Mean prior absolute error
0.229
Number of instances
17280
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.94
Per class
Predictive accuracy
0.9381
Prior entropy
1.2099
Recall
0.9381
Per class
Relative absolute error
0.2221
Root mean prior squared error
0.3381
Root mean squared error
0.1517
Root relative squared error
0.4485
SciMark benchmark
947.441