DEVELOPMENT... OpenML
Run
29439

Run 29439

Task 3716 (Supervised Classification) tecator Uploaded 11-10-2014 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
0.9751
Per class
Build CPU time
0.4795
Build memory
2858432725.6
F measure
0.9166
Per class
Kappa
0.8291
KB relative information score
183.4403
Mean absolute error
0.1217
Mean prior absolute error
0.4888
Number of instances
240
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9166
Per class
Predictive accuracy
0.9167
Prior entropy
0.984
Recall
0.9167
Per class
Relative absolute error
0.249
Root mean prior squared error
0.4943
Root mean squared error
0.2381
Root relative squared error
0.4816
SciMark benchmark
947.6892