DEVELOPMENT... OpenML
Run
128160

Run 128160

Task 1802 (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)_I10
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
0.8821
Per class
Build CPU time
0.004
Build memory
462517603.2
F measure
0.6216
Per class
Kappa
0.5157
KB relative information score
262.2143
Mean absolute error
0.1743
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6016
Per class
Predictive accuracy
0.6625
Prior entropy
2.2353
Recall
0.6625
Per class
Relative absolute error
0.9537
Root mean prior squared error
0.3016
Root mean squared error
0.2737
Root relative squared error
0.9075
SciMark benchmark
943.5504