DEVELOPMENT... OpenML
Run
10183

Run 10183

Task 58 (Supervised Classification) waveform-5000 Uploaded 22-05-2014 by Felicia West
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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
F measure
0.6195
Per class
Kappa
0.4868
KB relative information score
1017.4205
Mean absolute error
0.3866
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.707
Per class
Predictive accuracy
0.657
Prior entropy
1.5849
Recall
0.657
Per class
Relative absolute error
0.87
Root mean prior squared error
0.4714
Root mean squared error
0.4183
Root relative squared error
0.8874
SciMark benchmark
946.122[561.02943854342131015.2555353338006483.88543266528814912.12245438067161758.3171307218695]