DEVELOPMENT... OpenML
Run
129873

Run 129873

Task 54 (Supervised Classification) hepatitis 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)_I80
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
0.6864
Per class
Build CPU time
0.0413
Build memory
346405477.0065
F measure
0.7734
Per class
Kappa
0.2748
KB relative information score
33.3333
Mean absolute error
0.2222
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.766
Per class
Predictive accuracy
0.7871
Prior entropy
0.7418
Recall
0.7871
Per class
Relative absolute error
0.6735
Root mean prior squared error
0.4048
Root mean squared error
0.4578
Root relative squared error
1.131
SciMark benchmark
916.8903