DEVELOPMENT... OpenML
Run
27190

Run 27190

Task 47 (Supervised Classification) tae 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
0.7766
Per class
Build CPU time
0.0238
Build memory
841693537.6954
F measure
0.5785
Per class
Kappa
0.374
KB relative information score
50.8529
Mean absolute error
0.3315
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.579
Per class
Predictive accuracy
0.5828
Prior entropy
1.5845
Recall
0.5828
Per class
Relative absolute error
0.7461
Root mean prior squared error
0.4713
Root mean squared error
0.4202
Root relative squared error
0.8914
SciMark benchmark
943.0773

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