Run
17033

Run 17033

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

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I20
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.6921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1253
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.0851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0932
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
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1781
Cross-validation details (10-fold Crossvalidation)
Recall
0.7646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9882
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
925.0775[546.4413182780979993.2758090577349474.89683756077204899.29332223166991711.480212926496]