DEVELOPMENT... OpenML
Run
6923

Run 6923

Task 4 (Supervised Classification) labor Uploaded 21-05-2014 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)_I20
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
0.977
Per class
F measure
0.9117
Per class
Kappa
0.8052
KB relative information score
46.3057
Mean absolute error
0.0813
Mean prior absolute error
0.457
Number of instances
57
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9118
Per class
Predictive accuracy
0.9123
Prior entropy
0.9393
Recall
0.9123
Per class
Relative absolute error
0.1779
Root mean prior squared error
0.4773
Root mean squared error
0.2576
Root relative squared error
0.5397
SciMark benchmark
909.0686[558.8723522008845851.5046390876282483.2321174670136914.66854765231311737.0652800776204]