DEVELOPMENT... OpenML
Run
30675

Run 30675

Task 4443 (Supervised Classification) rabe_131 Uploaded 13-10-2014 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)_I80
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
0.9762
Per class
Build CPU time
0.011
Build memory
1005409657.68
F measure
0.9799
Per class
Kappa
0.9587
KB relative information score
465.7335
Mean absolute error
0.0344
Mean prior absolute error
0.4877
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9807
Per class
Predictive accuracy
0.98
Prior entropy
0.9829
Recall
0.98
Per class
Relative absolute error
0.0705
Root mean prior squared error
0.4936
Root mean squared error
0.1567
Root relative squared error
0.3175
SciMark benchmark
943.7762