DEVELOPMENT... OpenML
Run
29598

Run 29598

Task 4520 (Supervised Classification) prnn_fglass 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
0.9068
Per class
Build CPU time
0.1197
Build memory
1988882673.4206
F measure
0.7484
Per class
Kappa
0.6636
KB relative information score
1330.8851
Mean absolute error
0.1198
Mean prior absolute error
0.2465
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
0.75
Per class
Predictive accuracy
0.7537
Prior entropy
2.1997
Recall
0.7537
Per class
Relative absolute error
0.4859
Root mean prior squared error
0.3504
Root mean squared error
0.245
Root relative squared error
0.6993
SciMark benchmark
940.3867