Run
24280

Run 24280

Task 2071 (Supervised Classification) adult Uploaded 03-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I40
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4436
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18162.3669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2039
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
0.7975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.7993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5601
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9069
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
595.169[342.14213868827125898.3473310650888243.0380004791305526.3935722810922965.923862973717]