DEVELOPMENT... OpenML
Run
30940

Run 30940

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.9489
Per class
Build CPU time
0.2914
Build memory
1033367253.6
F measure
0.8835
Per class
Kappa
0.7656
KB relative information score
344.3691
Mean absolute error
0.1641
Mean prior absolute error
0.4977
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
0.8859
Per class
Predictive accuracy
0.884
Prior entropy
0.9967
Recall
0.884
Per class
Relative absolute error
0.3297
Root mean prior squared error
0.4988
Root mean squared error
0.2966
Root relative squared error
0.5946
SciMark benchmark
939.3051