DEVELOPMENT... OpenML
Run
27725

Run 27725

Task 3716 (Supervised Classification) tecator 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
0.9742
Per class
Build CPU time
0.2315
Build memory
109631087.2
F measure
0.8997
Per class
Kappa
0.7943
KB relative information score
182.1545
Mean absolute error
0.1231
Mean prior absolute error
0.4888
Number of instances
240
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8999
Per class
Predictive accuracy
0.9
Prior entropy
0.984
Recall
0.9
Per class
Relative absolute error
0.2519
Root mean prior squared error
0.4943
Root mean squared error
0.244
Root relative squared error
0.4936
SciMark benchmark
938.9629