DEVELOPMENT... OpenML
Run
28573

Run 28573

Task 256 (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)_I40
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
0.9963
Per class
Build CPU time
1.391
Build memory
61384296
F measure
0.9704
Per class
Kappa
0.9574
KB relative information score
4005.8807
Mean absolute error
0.0221
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
0.9708
Per class
Predictive accuracy
0.971
Prior entropy
1.7176
Recall
0.971
Per class
Relative absolute error
0.0808
Root mean prior squared error
0.3694
Root mean squared error
0.0975
Root relative squared error
0.2638
SciMark benchmark
932.5564