DEVELOPMENT... OpenML
Run
27348

Run 27348

Task 1862 (Supervised Classification) BNG(vote) 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
0.994
Per class
Build CPU time
18.614
Build memory
1415088174.4
F measure
0.9723
Per class
Kappa
0.9415
KB relative information score
599811.1309
Mean absolute error
0.0435
Mean prior absolute error
0.4742
Number of instances
655360
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9723
Per class
Predictive accuracy
0.9723
Prior entropy
0.9625
Recall
0.9723
Per class
Relative absolute error
0.0918
Root mean prior squared error
0.487
Root mean squared error
0.148
Root relative squared error
0.3038
SciMark benchmark
947.1212