Run
24270

Run 24270

Task 2078 (Supervised Classification) braziltourism Uploaded 03-07-2014 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)_I100
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
0.6999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6917
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.8128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0958
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
0.6542
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1781
Cross-validation details (10-fold Crossvalidation)
Recall
0.7597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.966
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
595.653[343.35446184958005899.6055294272123243.148037807185525.5493272064665966.6076533009635]