DEVELOPMENT... OpenML
Run
34127

Run 34127

Task 1790 (Supervised Classification) nursery Uploaded 18-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.997
Per class
Build CPU time
843.5611
Build memory
1027204582.4
F measure
0.9669
Per class
Kappa
0.9536
KB relative information score
59821.9141
Mean absolute error
0.0272
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
0.9676
Per class
Predictive accuracy
0.9685
Prior entropy
1.7176
Recall
0.9685
Per class
Relative absolute error
0.0997
Root mean prior squared error
0.3695
Root mean squared error
0.1016
Root relative squared error
0.2751
SciMark benchmark
899.1709