DEVELOPMENT... OpenML
Run
27616

Run 27616

Task 1906 (Supervised Classification) nursery 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
0.9977
Per class
Build CPU time
0.4191
Build memory
1291683670.96
F measure
0.9745
Per class
Kappa
0.963
KB relative information score
122920.8131
Mean absolute error
0.0176
Mean prior absolute error
0.273
Number of instances
129600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9743
Per class
Predictive accuracy
0.9748
Prior entropy
1.7176
Recall
0.9748
Per class
Relative absolute error
0.0643
Root mean prior squared error
0.3695
Root mean squared error
0.0866
Root relative squared error
0.2344
SciMark benchmark
946.6801