Run
18184

Run 18184

Task 54 (Supervised Classification) hepatitis Uploaded 10-06-2014 by Joaquin Vanschoren
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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)_I40
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
0.7125
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.7344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2238
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.7935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.45
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1118
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.9244[563.02150163949781013.1203667026068482.7975877024999913.39368876640651762.2889234168845]