DEVELOPMENT... OpenML
Run
130566

Run 130566

Task 1806 (Supervised Classification) haberman 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)_I160
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
0.5726
Per class
Build CPU time
0.0258
Build memory
312865906.4
F measure
0.6743
Per class
Kappa
0.1325
KB relative information score
99.103
Mean absolute error
0.3353
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6644
Per class
Predictive accuracy
0.6909
Prior entropy
0.836
Recall
0.6909
Per class
Relative absolute error
0.8596
Root mean prior squared error
0.4412
Root mean squared error
0.4893
Root relative squared error
1.109
SciMark benchmark
927.3354