DEVELOPMENT... OpenML
Run
14186

Run 14186

Task 43 (Supervised Classification) spambase Uploaded 22-05-2014 by Felicia West
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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
F measure
0.9005
Per class
Kappa
0.7901
KB relative information score
2814.3823
Mean absolute error
0.1994
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9033
Per class
Predictive accuracy
0.9018
Prior entropy
0.9674
Recall
0.9018
Per class
Relative absolute error
0.4176
Root mean prior squared error
0.4886
Root mean squared error
0.2958
Root relative squared error
0.6054
SciMark benchmark
947.3868[561.39063748653551015.7907504114269483.8854846559526912.43998791392861763.4270385873465]