DEVELOPMENT... OpenML
Run
22553

Run 22553

Task 30 (Supervised Classification) page-blocks Uploaded 22-06-2014 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)_I40
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
0.9553
Per class
F measure
0.9185
Per class
Kappa
0.5924
KB relative information score
2781.7498
Mean absolute error
0.0414
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9377
Per class
Predictive accuracy
0.9342
Prior entropy
0.6391
Recall
0.9342
Per class
Relative absolute error
0.5442
Root mean prior squared error
0.1949
Root mean squared error
0.1379
Root relative squared error
0.7075
SciMark benchmark
906.5709[562.65824500357811014.7209476623404482.14720472367435904.880888052811568.4472018467463]

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