Run
20577

Run 20577

Task 15 (Supervised Classification) breast-w Uploaded 18-06-2014 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)_I10
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
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
610.6947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0561
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
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
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1241
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1989
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4185
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.2768[565.39404163109531001.5358540365828483.0147548568529910.85475360997441760.5845701777503]