DEVELOPMENT... OpenML
Run
28180

Run 28180

Task 3535 (Supervised Classification) tr41.wc Uploaded 09-10-2014 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
0.9896
Per class
Build CPU time
551.1296
Build memory
1545006207.3257
F measure
0.9282
Per class
Kappa
0.9141
KB relative information score
795.8361
Mean absolute error
0.0222
Mean prior absolute error
0.1652
Number of instances
878
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9312
Per class
Predictive accuracy
0.9294
Prior entropy
2.8041
Recall
0.9294
Per class
Relative absolute error
0.1345
Root mean prior squared error
0.2872
Root mean squared error
0.1026
Root relative squared error
0.3573
SciMark benchmark
941.4226

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