DEVELOPMENT... OpenML
Run
23694

Run 23694

Task 43 (Supervised Classification) spambase Uploaded 27-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LMT(1)_I80
weka.AdaBoostM1_LMT(1)_P100
weka.AdaBoostM1_LMT(1)_S1
weka.AdaBoostM1_LMT(1)_Wweka.classifiers.trees.LMT
weka.LMT(1)_I-1
weka.LMT(1)_M15
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
0.979
Per class
F measure
0.9528
Per class
Kappa
0.9012
KB relative information score
4127.4646
Mean absolute error
0.0484
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
0.9528
Per class
Predictive accuracy
0.9528
Prior entropy
0.9674
Recall
0.9528
Per class
Relative absolute error
0.1014
Root mean prior squared error
0.4886
Root mean squared error
0.2111
Root relative squared error
0.4319
SciMark benchmark
946.288[573.95216199240421014.7208839634673474.47716242600075910.53839766977511757.7512505720342]