DEVELOPMENT... OpenML
Run
72249

Run 72249

Task 43 (Supervised Classification) spambase Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I20
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
0.8417
Per class
Build CPU time
0.635
Build memory
223045755.5662
F measure
0.7826
Per class
Kappa
0.5424
KB relative information score
2394.6145
Mean absolute error
0.228
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7824
Per class
Predictive accuracy
0.7842
Prior entropy
0.9674
Recall
0.7842
Per class
Relative absolute error
0.4774
Root mean prior squared error
0.4886
Root mean squared error
0.4142
Root relative squared error
0.8476
SciMark benchmark
941.6532