Run
18818

Run 18818

Task 6 (Supervised Classification) letter Uploaded 11-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_REPTree(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_REPTree(1)_I20
weka.AdaBoostM1_REPTree(1)_P100
weka.AdaBoostM1_REPTree(1)_S1
weka.AdaBoostM1_REPTree(1)_Wweka.classifiers.trees.REPTree
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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19213.922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
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
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9554
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0554
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
914.7562[548.1585644800512985.1507769354696468.8829003871018882.34265860232461689.246293124565]