Run
16724

Run 16724

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

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I160
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8424
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20451.8145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2012
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
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3235
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7582
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.1412[558.87235220088451012.0561783624415482.58056402979616908.95983339136731753.2370197795062]