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Run
19542

Run 19542

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 16-06-2014 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)_I80
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
0.4251
Per class
F measure
0.5685
Per class
Kappa
-0.0728
KB relative information score
0.2884
Mean absolute error
0.2663
Mean prior absolute error
0.2871
Number of instances
90
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5439
Per class
Predictive accuracy
0.6
Prior entropy
1.0305
Recall
0.6
Per class
Relative absolute error
0.9275
Root mean prior squared error
0.3755
Root mean squared error
0.4795
Root relative squared error
1.277
SciMark benchmark
912.9426[467.24902793588461004.9308937848575478.0684770170223888.92502312110351725.5397785647556]