Run
73159

Run 73159

Task 273 (Supervised Classification) spambase Uploaded 01-12-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I10
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.8378
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.429
Cross-validation details (33% Holdout set)
Build memory
1190004664
Cross-validation details (33% Holdout set)
F measure
0.7861
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5472
Cross-validation details (33% Holdout set)
KB relative information score
768.5157
Cross-validation details (33% Holdout set)
Mean absolute error
0.2345
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4764
Cross-validation details (33% Holdout set)
Number of instances
1518
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7859
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7879
Cross-validation details (33% Holdout set)
Prior entropy
0.9674
Cross-validation details (33% Holdout set)
Recall
0.7879
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4923
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4875
Cross-validation details (33% Holdout set)
Root mean squared error
0.4066
Cross-validation details (33% Holdout set)
Root relative squared error
0.834
Cross-validation details (33% Holdout set)
SciMark benchmark
785.9104