Run
15552

Run 15552

Task 7 (Supervised Classification) audiology Uploaded 04-06-2014 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)_I20
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
0.9605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.1499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0173
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
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
0.7662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.8009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6368
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
911.2629[549.1941769498741014.1867954103211482.7975877024999861.18261231245491648.9532830845067]