DEVELOPMENT... OpenML
Run
31053

Run 31053

Task 3500 (Supervised Classification) squash-unstored 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)_I80
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
0.9058
Per class
Build CPU time
0.0607
Build memory
1709389824.9231
F measure
0.7865
Per class
Kappa
0.6227
KB relative information score
27.3888
Mean absolute error
0.2011
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7867
Per class
Predictive accuracy
0.7885
Prior entropy
1.3486
Recall
0.7885
Per class
Relative absolute error
0.5261
Root mean prior squared error
0.4353
Root mean squared error
0.3223
Root relative squared error
0.7405
SciMark benchmark
941.9035