DEVELOPMENT... OpenML
Run
70142

Run 70142

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)_I80
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
0.8545
Per class
Build CPU time
3.2372
Build memory
711033224.0956
F measure
0.7862
Per class
Kappa
0.5503
KB relative information score
2379.8888
Mean absolute error
0.2307
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
0.7859
Per class
Predictive accuracy
0.7874
Prior entropy
0.9674
Recall
0.7874
Per class
Relative absolute error
0.4832
Root mean prior squared error
0.4886
Root mean squared error
0.4053
Root relative squared error
0.8295
SciMark benchmark
942.4281