DEVELOPMENT... OpenML
Run
26794

Run 26794

Task 3849 (Supervised Classification) analcatdata_marketing 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
0.5129
Per class
Build CPU time
0.0594
Build memory
60899786.6593
F measure
0.5609
Per class
Kappa
-0.0226
KB relative information score
-9.1082
Mean absolute error
0.4303
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5396
Per class
Predictive accuracy
0.6593
Prior entropy
0.901
Recall
0.6593
Per class
Relative absolute error
0.9946
Root mean prior squared error
0.4649
Root mean squared error
0.4764
Root relative squared error
1.0247
SciMark benchmark
945.7056