DEVELOPMENT... OpenML
Run
28271

Run 28271

Task 4573 (Supervised Classification) glass 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
0.8611
Per class
Build CPU time
0.037
Build memory
1347465249.7907
F measure
0.7927
Per class
Kappa
0.5416
KB relative information score
892.1146
Mean absolute error
0.2732
Mean prior absolute error
0.4584
Number of instances
2140
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7928
Per class
Predictive accuracy
0.7963
Prior entropy
0.9397
Recall
0.7963
Per class
Relative absolute error
0.596
Root mean prior squared error
0.4786
Root mean squared error
0.3746
Root relative squared error
0.7829
SciMark benchmark
926.127