Run
15569

Run 15569

Task 2071 (Supervised Classification) adult Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_NaiveBayes(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(1)_I160
weka.Bagging_NaiveBayes(1)_P100
weka.Bagging_NaiveBayes(1)_S1
weka.Bagging_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(1)_num-slots1

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
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20143.8082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1912
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
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
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8241
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3569
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8364
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
931.467[556.9095328849074998.9399207242031473.2224763010988895.60648190352371732.6564105837974]