DEVELOPMENT... OpenML
Run
129186

Run 129186

Task 3885 (Supervised Classification) mfeat-pixel Uploaded 25-12-2014 by Felicia West
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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)_I20
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
0.9933
Per class
Build CPU time
0.2504
Build memory
1295001632.8
F measure
0.9874
Per class
Kappa
0.9295
KB relative information score
1747.5689
Mean absolute error
0.0188
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9874
Per class
Predictive accuracy
0.9875
Prior entropy
0.4703
Recall
0.9875
Per class
Relative absolute error
0.104
Root mean prior squared error
0.3
Root mean squared error
0.1006
Root relative squared error
0.3353
SciMark benchmark
909.5718