DEVELOPMENT... OpenML
Run
29553

Run 29553

Task 4255 (Supervised Classification) analcatdata_asbestos Uploaded 12-10-2014 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)_I40
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
0.8045
Per class
Build CPU time
0.0075
Build memory
407801809.5133
F measure
0.7722
Per class
Kappa
0.5388
KB relative information score
338.2427
Mean absolute error
0.3067
Mean prior absolute error
0.4943
Number of instances
830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7721
Per class
Predictive accuracy
0.7723
Prior entropy
0.9919
Recall
0.7723
Per class
Relative absolute error
0.6205
Root mean prior squared error
0.4971
Root mean squared error
0.4155
Root relative squared error
0.8359
SciMark benchmark
940.6418