Run
20910

Run 20910

Task 2078 (Supervised Classification) braziltourism Uploaded 18-06-2014 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)_I90
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
0.7013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.3049
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0957
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
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7694
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1781
Cross-validation details (10-fold Crossvalidation)
Recall
0.7694
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9653
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
931.4245[560.12868580782781015.7907504114269469.49796753842827878.49866906342321733.2063769163399]