DEVELOPMENT... OpenML
Run
18631

Run 18631

Task 23 (Supervised Classification) cmc Uploaded 11-06-2014 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)_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
0.6581
Per class
F measure
0.418
Per class
Kappa
0.1599
KB relative information score
127.6209
Mean absolute error
0.4066
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4084
Per class
Predictive accuracy
0.4739
Prior entropy
1.5392
Recall
0.4739
Per class
Relative absolute error
0.9438
Root mean prior squared error
0.4641
Root mean squared error
0.4481
Root relative squared error
0.9655
SciMark benchmark
942.1423[565.39404163109531012.3220633477529473.2224763010988909.90626928802961749.8664669073971]