DEVELOPMENT... OpenML
Run
32810

Run 32810

Task 1773 (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)_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
0.9244
Per class
Build CPU time
0.232
Build memory
1127483209.8342
F measure
0.7156
Per class
Kappa
0.6363
KB relative information score
589.3261
Mean absolute error
0.1218
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7173
Per class
Predictive accuracy
0.722
Prior entropy
2.3268
Recall
0.722
Per class
Relative absolute error
0.5512
Root mean prior squared error
0.3318
Root mean squared error
0.2326
Root relative squared error
0.7011
SciMark benchmark
940.0556