DEVELOPMENT... OpenML
Run
27683

Run 27683

Task 1916 (Supervised Classification) segment 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
0.9976
Per class
Build CPU time
0.7948
Build memory
2636625943.92
F measure
0.9744
Per class
Kappa
0.9702
KB relative information score
22270.9581
Mean absolute error
0.0135
Mean prior absolute error
0.2449
Number of instances
23100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9744
Per class
Predictive accuracy
0.9744
Prior entropy
2.8074
Recall
0.9744
Per class
Relative absolute error
0.0553
Root mean prior squared error
0.3499
Root mean squared error
0.0766
Root relative squared error
0.2188
SciMark benchmark
940.7508