DEVELOPMENT... OpenML
Run
29113

Run 29113

Task 3915 (Supervised Classification) kc3 Uploaded 10-10-2014 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)_I40
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
0.8352
Per class
Build CPU time
0.5539
Build memory
3215266476.2271
F measure
0.8898
Per class
Kappa
0.2607
KB relative information score
-38.2133
Mean absolute error
0.1337
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.886
Per class
Predictive accuracy
0.9083
Prior entropy
0.4551
Recall
0.9083
Per class
Relative absolute error
0.7794
Root mean prior squared error
0.2917
Root mean squared error
0.2664
Root relative squared error
0.9133
SciMark benchmark
945.0891

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