Run
18678

Run 18678

Task 48 (Supervised Classification) heart-c Uploaded 11-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(1)_I10
weka.AdaBoostM1_BFTree(1)_P100
weka.AdaBoostM1_BFTree(1)_S1
weka.AdaBoostM1_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1

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
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.2759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0977
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
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
0.7523
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.7525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4875
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.925
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.9387[562.83983636088461013.1204302006943481.9307652369574903.94479785969181762.8577294742872]