DEVELOPMENT... OpenML
Run
129314

Run 129314

Task 273 (Supervised Classification) spambase Uploaded 25-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AdaBoostM1_OneR(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_OneR(2)_I40
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
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
0.8829
Per class
Build CPU time
1.201
Build memory
999472968
F measure
0.8188
Per class
Kappa
0.6187
KB relative information score
901.1155
Mean absolute error
0.1918
Mean prior absolute error
0.4764
Number of instances
1518
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8188
Per class
Predictive accuracy
0.8188
Prior entropy
0.9674
Recall
0.8188
Per class
Relative absolute error
0.4026
Root mean prior squared error
0.4875
Root mean squared error
0.3849
Root relative squared error
0.7895
SciMark benchmark
937.9119