Run
23378

Run 23378

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 24-06-2014 by Joaquin Vanschoren
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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
Cross-validation details (10-fold Crossvalidation)
F measure
0.5911
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.7095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2882
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0022
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
928.3575[557.97846463271251002.5780215010175466.43871149252175883.23452064610151731.5577861038655]