DEVELOPMENT... OpenML
Run
116578

Run 116578

Task 43 (Supervised Classification) spambase Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(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_IBk(2)_I160
weka.AdaBoostM1_IBk(2)_P100
weka.AdaBoostM1_IBk(2)_S1
weka.AdaBoostM1_IBk(2)_Wweka.classifiers.lazy.IBk
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.9033
Per class
Build CPU time
1800.202
Build memory
609195482.6481
F measure
0.908
Per class
Kappa
0.8072
KB relative information score
3698.4159
Mean absolute error
0.0918
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
0.908
Per class
Predictive accuracy
0.9081
Prior entropy
0.9674
Recall
0.9081
Per class
Relative absolute error
0.1923
Root mean prior squared error
0.4886
Root mean squared error
0.3029
Root relative squared error
0.62
SciMark benchmark
937.279