DEVELOPMENT... OpenML
Run
28093

Run 28093

Task 4546 (Supervised Classification) mfeat-factors 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
0.9954
Per class
Build CPU time
4.2104
Build memory
810783986.72
F measure
0.9919
Per class
Kappa
0.9548
KB relative information score
18186.5514
Mean absolute error
0.0132
Mean prior absolute error
0.1803
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9919
Per class
Predictive accuracy
0.992
Prior entropy
0.4703
Recall
0.992
Per class
Relative absolute error
0.0733
Root mean prior squared error
0.3
Root mean squared error
0.0791
Root relative squared error
0.2635
SciMark benchmark
943.8816