DEVELOPMENT... OpenML
Run
31505

Run 31505

Task 1790 (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)_I80
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
0.9961
Per class
Build CPU time
0.987
Build memory
1186604580.8
F measure
0.9622
Per class
Kappa
0.9461
KB relative information score
60073.6321
Mean absolute error
0.0252
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
0.9622
Per class
Predictive accuracy
0.9633
Prior entropy
1.7176
Recall
0.9633
Per class
Relative absolute error
0.0923
Root mean prior squared error
0.3695
Root mean squared error
0.1049
Root relative squared error
0.284
SciMark benchmark
936.9793