DEVELOPMENT... OpenML
Run
32923

Run 32923

Task 1790 (Supervised Classification) nursery Uploaded 14-10-2014 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
0.9962
Per class
Build CPU time
1.8748
Build memory
700538566.4
F measure
0.962
Per class
Kappa
0.9458
KB relative information score
60079.8602
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
0.962
Per class
Predictive accuracy
0.9631
Prior entropy
1.7176
Recall
0.9631
Per class
Relative absolute error
0.0924
Root mean prior squared error
0.3695
Root mean squared error
0.1047
Root relative squared error
0.2835
SciMark benchmark
944.8312