Run
21151

Run 21151

Task 43 (Supervised Classification) spambase Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(1)_I160
weka.AdaBoostM1_LADTree(1)_P100
weka.AdaBoostM1_LADTree(1)_S1
weka.AdaBoostM1_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.LADTree(1)_B10

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
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4137.9595
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0477
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
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2003
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4099
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.7135[559.41007791153281008.6129065594412480.4214203123994903.01071657967621752.1121496976039]