Run
10183

Run 10183

Task 58 (Supervised Classification) waveform-5000 Uploaded 22-05-2014 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
0.8707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6195
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1017.4205
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3866
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
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
0.707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.87
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8874
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.122[561.02943854342131015.2555353338006483.88543266528814912.12245438067161758.3171307218695]