DEVELOPMENT... OpenML
Run
31615

Run 31615

Task 3852 (Supervised Classification) anneal Uploaded 13-10-2014 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)_I160
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
0.9798
Per class
Build CPU time
2.6934
Build memory
105596812.8998
F measure
0.9397
Per class
Kappa
0.8333
KB relative information score
614.3081
Mean absolute error
0.1221
Mean prior absolute error
0.3633
Number of instances
898
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9395
Per class
Predictive accuracy
0.9399
Prior entropy
0.7932
Recall
0.9399
Per class
Relative absolute error
0.336
Root mean prior squared error
0.426
Root mean squared error
0.2182
Root relative squared error
0.512
SciMark benchmark
947.1614