Run
18799

Run 18799

Task 27 (Supervised Classification) colic Uploaded 11-06-2014 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
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4704
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.3036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2663
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
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
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7337
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.7337
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0691
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.6563[549.0213238163934966.1343536629564476.7947510829143898.06100736794291728.2699952514965]
Total cost