DEVELOPMENT... OpenML
Run
32194

Run 32194

Task 1906 (Supervised Classification) nursery 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
0.9979
Per class
Build CPU time
4.028
Build memory
1088084693.12
F measure
0.975
Per class
Kappa
0.9638
KB relative information score
122985.1005
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
0.9749
Per class
Predictive accuracy
0.9753
Prior entropy
1.7176
Recall
0.9753
Per class
Relative absolute error
0.0644
Root mean prior squared error
0.3695
Root mean squared error
0.0853
Root relative squared error
0.2308
SciMark benchmark
904.3489