DEVELOPMENT... OpenML
Run
128071

Run 128071

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)_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
0.6493
Per class
Build CPU time
0.0033
Build memory
1652904304
F measure
0.7229
Per class
Kappa
0.1216
KB relative information score
9.4366
Mean absolute error
0.2631
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
0.7131
Per class
Predictive accuracy
0.7355
Prior entropy
0.7418
Recall
0.7355
Per class
Relative absolute error
0.7976
Root mean prior squared error
0.4048
Root mean squared error
0.4556
Root relative squared error
1.1254
SciMark benchmark
929.5397