DEVELOPMENT... OpenML
Run
34147

Run 34147

Task 256 (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)_I80
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
0.998
Per class
Build CPU time
1358.585
Build memory
105329224
F measure
0.9734
Per class
Kappa
0.9625
KB relative information score
3995.5326
Mean absolute error
0.0231
Mean prior absolute error
0.273
Number of instances
4276
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9746
Per class
Predictive accuracy
0.9745
Prior entropy
1.7176
Recall
0.9745
Per class
Relative absolute error
0.0847
Root mean prior squared error
0.3694
Root mean squared error
0.0919
Root relative squared error
0.2488
SciMark benchmark
901.5809