Run
24672

Run 24672

Task 2071 (Supervised Classification) adult Uploaded 15-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I10
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.8553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5031
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19472.6407
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2018
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
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8272
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8272
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8296
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.8567[566.4958240211141014.7209476623404478.4945829226523907.38665814554741757.1857345400422]