Run
20120

Run 20120

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)_I40
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
0.9635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.6793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1413
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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5193
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.3494[557.26535981662641014.7208839634673483.449727694041909.59057174132591761.7204843045454]