Run
20794

Run 20794

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.ClassificationViaClustering_SimpleKMeans_EuclideanDistance(1)Weka implementation of ClassificationViaClustering
weka.ClassificationViaClustering_SimpleKMeans_EuclideanDistance(1)_Wweka.clusterers.SimpleKMeans
weka.SimpleKMeans_EuclideanDistance(1)_I500
weka.SimpleKMeans_EuclideanDistance(1)_N2
weka.SimpleKMeans_EuclideanDistance(1)_S10
weka.SimpleKMeans_EuclideanDistance(1)_num-slots1

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
0.4755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8.4916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2963
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
0.5559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.5556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4497
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
899.0775[428.7710187420291984.6474749496841479.99187728791736908.01521433887441693.9619640524334]