DEVELOPMENT... OpenML
Run
27706

Run 27706

Task 1920 (Supervised Classification) glass 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
0.8999
Per class
Build CPU time
0.0506
Build memory
2466940114.1608
F measure
0.7319
Per class
Kappa
0.6406
KB relative information score
1306.3744
Mean absolute error
0.1036
Mean prior absolute error
0.2116
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
0.7331
Per class
Predictive accuracy
0.7369
Prior entropy
2.2315
Recall
0.7369
Per class
Relative absolute error
0.4898
Root mean prior squared error
0.3244
Root mean squared error
0.2313
Root relative squared error
0.7128
SciMark benchmark
935.9606

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