DEVELOPMENT... OpenML
Run
16458

Run 16458

Task 36 (Supervised Classification) segment Uploaded 04-06-2014 by Felicia West
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weka.AdaBoostM1_LWL_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_LWL_DecisionStump(1)_I10
weka.AdaBoostM1_LWL_DecisionStump(1)_P100
weka.AdaBoostM1_LWL_DecisionStump(1)_S1
weka.AdaBoostM1_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_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.

17 Evaluation measures

Area under ROC curve
0.9813
Per class
F measure
0.868
Per class
Kappa
0.848
KB relative information score
1740.3391
Mean absolute error
0.0892
Mean prior absolute error
0.2449
Number of instances
2310
Per class
Precision
0.871
Per class
Predictive accuracy
0.8697
Prior entropy
2.8074
Recall
0.8697
Per class
Relative absolute error
0.3643
Root mean prior squared error
0.3499
Root mean squared error
0.1749
Root relative squared error
0.4998