Run
20324

Run 20324

Task 57 (Supervised Classification) ionosphere Uploaded 18-06-2014 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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8236
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.8148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1406
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
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
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5262
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.061[562.11430287262971013.1203667026068480.4213690634573904.2565878661745.3924599182756]