Run
19358

Run 19358

Task 43 (Supervised Classification) spambase Uploaded 13-06-2014 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
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3788
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1898.9758
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2749
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
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
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7251
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7251
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0731
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.2256[561.2100229485231014.4538012229739481.49857166643204908.01528932595751745.9505424238596]