Run
15875

Run 15875

Task 2078 (Supervised Classification) braziltourism Uploaded 04-06-2014 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)_I160
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
0.679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1199
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.5052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0955
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1103
Cross-validation details (10-fold Crossvalidation)
Number of instances
412
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
0.6671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7354
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1781
Cross-validation details (10-fold Crossvalidation)
Recall
0.7354
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0203
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
921.4312[562.65828827718581013.919993711725483.44967579697345903.63322279127081643.4948566255061]