DEVELOPMENT... OpenML
Run
23390

Run 23390

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 24-06-2014 by Felicia West
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Flow

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.

19 Evaluation measures

Area under ROC curve
0.9757
Per class
F measure
0.833
Per class
Kappa
0.8122
KB relative information score
1372.4379
Mean absolute error
0.0835
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8445
Per class
Predictive accuracy
0.831
Prior entropy
3.3219
Recall
0.831
Per class
Relative absolute error
0.4641
Root mean prior squared error
0.3
Root mean squared error
0.1768
Root relative squared error
0.5894
SciMark benchmark
944.639[561.57132520995071013.3868112175512476.7947510829143908.01521433887441763.4269028321794]