DEVELOPMENT... OpenML
Run
23378

Run 23378

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 24-06-2014 by Felicia West
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Flow

weka.RacedIncrementalLogitBoost_DecisionStump(1)Eibe Frank, Geoffrey Holmes, Richard Kirkby, Mark Hall: Racing committees for large datasets. In: Proceedings of the 5th International Conferenceon Discovery Science, 153-164, 2002.
weka.RacedIncrementalLogitBoost_DecisionStump(1)_C500
weka.RacedIncrementalLogitBoost_DecisionStump(1)_M2000
weka.RacedIncrementalLogitBoost_DecisionStump(1)_P1
weka.RacedIncrementalLogitBoost_DecisionStump(1)_S1
weka.RacedIncrementalLogitBoost_DecisionStump(1)_V1000
weka.RacedIncrementalLogitBoost_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
0.4266
Per class
F measure
0.5911
Per class
KB relative information score
-0.7095
Mean absolute error
0.2882
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
0.5057
Per class
Predictive accuracy
0.7111
Prior entropy
1.0305
Recall
0.7111
Per class
Relative absolute error
1.0039
Root mean prior squared error
0.3755
Root mean squared error
0.3763
Root relative squared error
1.0022
SciMark benchmark
928.3575[557.97846463271251002.5780215010175466.43871149252175883.23452064610151731.5577861038655]