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Run
8541

Run 8541

Task 43 (Supervised Classification) spambase Uploaded 22-05-2014 by Felicia West
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Flow

weka.LMT(1)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Machine Learning. 95(1-2):161-205. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.LMT(1)_I-1
weka.LMT(1)_M25
weka.LMT(1)_W0.0

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
0.9671
Per class
F measure
0.9365
Per class
Kappa
0.867
KB relative information score
3882.5843
Mean absolute error
0.0761
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
0.9365
Per class
Predictive accuracy
0.9365
Prior entropy
0.9674
Recall
0.9365
Per class
Relative absolute error
0.1594
Root mean prior squared error
0.4886
Root mean squared error
0.2314
Root relative squared error
0.4735
SciMark benchmark
942.5309[553.72717053728951014.1868590421574482.5806157404377911.17140496421141750.9885882679507]