Run
21460

Run 21460

Task 15 (Supervised Classification) breast-w Uploaded 19-06-2014 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)_I160
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
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
612.3799
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0607
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
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
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.97
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3497
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.8228[557.4434863238911010.9942233373424472.597618329697901.45804913259251756.6205822745662]