DEVELOPMENT... OpenML
Run
129177

Run 129177

Task 3874 (Supervised Classification) ecoli 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
0.9678
Per class
Build CPU time
0.0122
Build memory
1439105351.6667
F measure
0.9137
Per class
Kappa
0.8236
KB relative information score
277.0431
Mean absolute error
0.0848
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9138
Per class
Predictive accuracy
0.9137
Prior entropy
0.9842
Recall
0.9137
Per class
Relative absolute error
0.1734
Root mean prior squared error
0.4944
Root mean squared error
0.2692
Root relative squared error
0.5444
SciMark benchmark
937.9119