Run
16661

Run 16661

Task 7 (Supervised Classification) audiology Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I10
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7991
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.8414
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0223
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
0.7982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3083
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5593
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.4918[553.72717053728951013.1203667026068476.160480280826908.95983339136731755.4912331040343]