Run
22049

Run 22049

Task 58 (Supervised Classification) waveform-5000 Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(1)_I10
weka.AdaBoostM1_LADTree(1)_P100
weka.AdaBoostM1_LADTree(1)_S1
weka.AdaBoostM1_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.LADTree(1)_B10

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
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3637.8061
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1405
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
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8262
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3161
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6147
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
912.3869[545.9282242393242988.1820916309184468.4737338949654850.01293967778241709.3374146811013]