DEVELOPMENT... OpenML
Run
27086

Run 27086

Task 2079 (Supervised Classification) eucalyptus 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
0.8966
Per class
Build CPU time
0.2887
Build memory
509047988.5543
F measure
0.6353
Per class
Kappa
0.5345
KB relative information score
407.8807
Mean absolute error
0.1747
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6372
Per class
Predictive accuracy
0.6386
Prior entropy
2.2629
Recall
0.6386
Per class
Relative absolute error
0.5576
Root mean prior squared error
0.3957
Root mean squared error
0.3023
Root relative squared error
0.7639
SciMark benchmark
934.0097