Run
21995

Run 21995

Task 7 (Supervised Classification) audiology Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LADTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LADTree(1)_I80
weka.Bagging_LADTree(1)_P100
weka.Bagging_LADTree(1)_S1
weka.Bagging_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.Bagging_LADTree(1)_num-slots1
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
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
143.7445
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0312
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
0.7112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4311
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6282
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.0314[547.47036424345241014.4538648883195473.6399836662232892.86100236006771721.7317279515878]