DEVELOPMENT... OpenML
Run
26673

Run 26673

Task 256 (Supervised Classification) nursery Uploaded 08-10-2014 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)_I20
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
0.996
Per class
Build CPU time
0.815
Build memory
93163232
F measure
0.9674
Per class
Kappa
0.9529
KB relative information score
4000.8415
Mean absolute error
0.0224
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
0.9677
Per class
Predictive accuracy
0.968
Prior entropy
1.7176
Recall
0.968
Per class
Relative absolute error
0.0822
Root mean prior squared error
0.3694
Root mean squared error
0.0991
Root relative squared error
0.2684
SciMark benchmark
908.77