DEVELOPMENT... OpenML
Run
30699

Run 30699

Task 1889 (Supervised Classification) autos 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)_I80
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
0.9578
Per class
Build CPU time
0.221
Build memory
225548700.8234
F measure
0.829
Per class
Kappa
0.7765
KB relative information score
1415.7404
Mean absolute error
0.0911
Mean prior absolute error
0.2209
Number of instances
2050
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8382
Per class
Predictive accuracy
0.8288
Prior entropy
2.3268
Recall
0.8288
Per class
Relative absolute error
0.4123
Root mean prior squared error
0.3318
Root mean squared error
0.1945
Root relative squared error
0.5864
SciMark benchmark
924.4551

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