Run
14186

Run 14186

Task 43 (Supervised Classification) spambase Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(1)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.DecisionTable_BestFirst(1)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(1)_X1

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
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9005
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7901
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2814.3823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1994
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
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4176
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2958
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6054
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.3868[561.39063748653551015.7907504114269483.8854846559526912.43998791392861763.4270385873465]