DEVELOPMENT... OpenML
Run
32686

Run 32686

Task 4573 (Supervised Classification) glass 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
0.8711
Per class
Build CPU time
0.3143
Build memory
650414065.514
F measure
0.7992
Per class
Kappa
0.5554
KB relative information score
906.4446
Mean absolute error
0.2725
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
0.8002
Per class
Predictive accuracy
0.8033
Prior entropy
0.9397
Recall
0.8033
Per class
Relative absolute error
0.5943
Root mean prior squared error
0.4786
Root mean squared error
0.3676
Root relative squared error
0.7682
SciMark benchmark
937.6195