DEVELOPMENT... OpenML
Run
28170

Run 28170

Task 4559 (Supervised Classification) car Uploaded 09-10-2014 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)_I20
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
0.9928
Per class
Build CPU time
0.0436
Build memory
2643279491.0921
F measure
0.9631
Per class
Kappa
0.9131
KB relative information score
14755.7306
Mean absolute error
0.0645
Mean prior absolute error
0.4199
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
0.9646
Per class
Predictive accuracy
0.9627
Prior entropy
0.8813
Recall
0.9627
Per class
Relative absolute error
0.1536
Root mean prior squared error
0.4582
Root mean squared error
0.167
Root relative squared error
0.3644
SciMark benchmark
896.3192