Run
16374

Run 16374

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

weka.RandomCommittee_RandomTree(1)Weka implementation of RandomCommittee
weka.RandomCommittee_RandomTree(1)_I10
weka.RandomCommittee_RandomTree(1)_S1
weka.RandomCommittee_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomCommittee_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
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19142.9299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2016
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
0.8145
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9025
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
934.6048[552.14963096928061013.1204302006943474.05817848535878.20431582816541755.4913676401159]