Run
23868

Run 23868

Task 28 (Supervised Classification) optdigits Uploaded 28-06-2014 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)_I80
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
0.5923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2181
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1305.5756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1468
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
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
0.2095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2662
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.2662
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8154
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3831
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.277
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
928.0975[565.21084232176751014.4538012229739479.99187728791736834.32209847810471746.5088487702178]