DEVELOPMENT... OpenML
Run
17133

Run 17133

Task 27 (Supervised Classification) colic Uploaded 06-06-2014 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)_I20
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
0.8588
Per class
F measure
0.8364
Per class
Kappa
0.648
KB relative information score
227.0383
Mean absolute error
0.1764
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8361
Per class
Predictive accuracy
0.837
Prior entropy
0.9509
Recall
0.837
Per class
Relative absolute error
0.3784
Root mean prior squared error
0.4827
Root mean squared error
0.3853
Root relative squared error
0.7982
SciMark benchmark
888.3427[549.0212826149827997.1306614464737443.69495460692616899.91071193929471551.956024566621]