Run
6120

Run 6120

Task 1914 (Supervised Classification) postoperative-patient-data Uploaded 14-05-2014 by Joaquin Vanschoren
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Flow

weka.DecisionStump(1)Weka implementation of 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
0.391
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5878
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.0127
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-10.5006
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2865
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
900
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5043
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7044
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7044
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9981
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3894
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0369
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
928.7652[560.8490993039909924.1990276952541484.9782432137119914.34946139689831759.4501199261804]