DEVELOPMENT... OpenML
Run
27213

Run 27213

Task 4401 (Supervised Classification) autoMpg Uploaded 08-10-2014 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
0.9631
Per class
Build CPU time
0.0245
Build memory
94585467.2201
F measure
0.9083
Per class
Kappa
0.8165
KB relative information score
3004.0133
Mean absolute error
0.1305
Mean prior absolute error
0.4987
Number of instances
3980
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9092
Per class
Predictive accuracy
0.9083
Prior entropy
0.9982
Recall
0.9083
Per class
Relative absolute error
0.2616
Root mean prior squared error
0.4994
Root mean squared error
0.2587
Root relative squared error
0.5181
SciMark benchmark
943.2817