Run
12411

Run 12411

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

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.6
weka.J48(1)_M2

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
0.9378
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8424
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3783.1756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0864
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
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9248
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5379
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.2225[562.29550002336991015.7906865781697484.10363182779514911.17140496421141757.7512505720342]