Run
15851

Run 15851

Task 58 (Supervised Classification) waveform-5000 Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(1)_I80
weka.AdaBoostM1_RandomForest(1)_P100
weka.AdaBoostM1_RandomForest(1)_S1
weka.AdaBoostM1_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8508
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7765
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3981.4542
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0993
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
0.8509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6651
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.8071[562.83983636088461014.1867954103211480.6364546036713906.44537908266061754.9271701211055]