Run
8532

Run 8532

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.KStar(1)John G. Cleary, Leonard E. Trigg: K*: An Instance-based Learner Using an Entropic Distance Measure. In: 12th International Conference on Machine Learning, 108-114, 1995.
weka.KStar(1)_B20
weka.KStar(1)_Ma

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
0.3884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8.5376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2955
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
0.4884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1676
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
916.9799[561.0294385434213873.9025281965858482.7975877024999904.880888052811762.2889234168845]