Run
17365

Run 17365

Task 2067 (Supervised Classification) solar-flare Uploaded 08-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(1)_I10
weka.AdaBoostM1_DecisionStump(1)_P100
weka.AdaBoostM1_DecisionStump(1)_S1
weka.AdaBoostM1_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.5486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-302.0377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0372
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0452
Cross-validation details (10-fold Crossvalidation)
Number of instances
323
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
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1666
Cross-validation details (10-fold Crossvalidation)
Recall
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8229
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1456
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1533
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0523
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
931.8157[526.64269955152971009.1411391007196475.31730592400976904.2565878661743.72061647895]