DEVELOPMENT... OpenML
Run
32049

Run 32049

Task 3917 (Supervised Classification) kc1 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
0.8343
Per class
Build CPU time
9.3686
Build memory
151627248.8838
F measure
0.849
Per class
Kappa
0.3637
KB relative information score
287.6818
Mean absolute error
0.1922
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.851
Per class
Predictive accuracy
0.8691
Prior entropy
0.622
Recall
0.8691
Per class
Relative absolute error
0.7349
Root mean prior squared error
0.3615
Root mean squared error
0.3163
Root relative squared error
0.875
SciMark benchmark
934.0338