Run
23533

Run 23533

Task 2078 (Supervised Classification) braziltourism Uploaded 26-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LWL_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(1)_I40
weka.Bagging_LWL_DecisionStump(1)_P100
weka.Bagging_LWL_DecisionStump(1)_S1
weka.Bagging_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(1)_num-slots1
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.6905
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.6974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1026
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
0.6096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1781
Cross-validation details (10-fold Crossvalidation)
Recall
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9751
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.4336[569.26915858038541014.7209476623404483.88543266528814909.27509318503251760.017229859821]