Run
24428

Run 24428

Task 58 (Supervised Classification) waveform-5000 Uploaded 07-07-2014 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)_I160
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
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3337.3436
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1657
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
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
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3558
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7548
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.5695[546.7839307448967988.1820916309184471.55983089878305890.13244802130791721.1891477797153]