Run
110

Run 110

Task 2 (Supervised Classification) anneal Uploaded 07-04-2014 by Jan van Rijn
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I10
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8355
Cross-validation details (10-fold Crossvalidation)
KB relative information score
670.1848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0428
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9354
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5072
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1961.5089