Run
22744

Run 22744

Task 23 (Supervised Classification) cmc Uploaded 22-06-2014 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)_I80
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
0.6914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
246.8865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3887
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
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
0.517
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5187
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5187
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9492
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.2254[542.53205512167291014.7208839634673463.8193509546625911.48820099582031768.5665966389256]