DEVELOPMENT... OpenML
Run
20033

Run 20033

Task 4 (Supervised Classification) labor Uploaded 18-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(1)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(1)_I20
weka.AdaBoostM1_OneR(1)_P100
weka.AdaBoostM1_OneR(1)_S1
weka.AdaBoostM1_OneR(1)_Wweka.classifiers.rules.OneR
weka.OneR(1)_B6

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9399
Per class
F measure
0.9128
Per class
Kappa
0.8096
KB relative information score
44.7619
Mean absolute error
0.095
Mean prior absolute error
0.457
Number of instances
57
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
0.9123
Prior entropy
0.9393
Recall
0.9123
Per class
Relative absolute error
0.2078
Root mean prior squared error
0.4773
Root mean squared error
0.2841
Root relative squared error
0.5953
SciMark benchmark
944.2306[561.20997989739871012.0562417272014481.93081680843505907.07263143401181758.8835103978397]