DEVELOPMENT... OpenML
Run
8290

Run 8290

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)_I80
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
0.8771
Per class
F measure
0.6558
Per class
Kappa
0.5238
KB relative information score
1151.6093
Mean absolute error
0.3771
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
0.7232
Per class
Predictive accuracy
0.6818
Prior entropy
1.5849
Recall
0.6818
Per class
Relative absolute error
0.8486
Root mean prior squared error
0.4714
Root mean squared error
0.4106
Root relative squared error
0.8711
SciMark benchmark
945.8035[558.51447076490831015.5230404536866484.5405689113658912.12253004766961758.3171307218695]