Run
23755

Run 23755

Task 39 (Supervised Classification) sonar Uploaded 27-06-2014 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)_I10
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
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.5732
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
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
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6089
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7558
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
931.6236[563.9316768738721995.8423494929701483.88543266528814898.67677907186591715.7818384757368]