DEVELOPMENT... OpenML
Run
28551

Run 28551

Task 1790 (Supervised Classification) nursery Uploaded 09-10-2014 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
0.9958
Per class
Build CPU time
0.2874
Build memory
1745110941.6
F measure
0.9606
Per class
Kappa
0.9439
KB relative information score
60005.2245
Mean absolute error
0.0253
Mean prior absolute error
0.273
Number of instances
64800
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9606
Per class
Predictive accuracy
0.9619
Prior entropy
1.7176
Recall
0.9619
Per class
Relative absolute error
0.0927
Root mean prior squared error
0.3695
Root mean squared error
0.1063
Root relative squared error
0.2877
SciMark benchmark
936.0186