DEVELOPMENT... OpenML
Run
28648

Run 28648

Task 4615 (Supervised Classification) ar3 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)_I40
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
0.7658
Per class
Build CPU time
0.0356
Build memory
1602624975.9111
F measure
0.9064
Per class
Kappa
0.571
KB relative information score
192.5454
Mean absolute error
0.1312
Mean prior absolute error
0.2303
Number of instances
630
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9051
Per class
Predictive accuracy
0.9079
Prior entropy
0.5802
Recall
0.9079
Per class
Relative absolute error
0.5698
Root mean prior squared error
0.3332
Root mean squared error
0.2681
Root relative squared error
0.8047
SciMark benchmark
937.0586