Run
147168

Run 147168

Task 2078 (Supervised Classification) braziltourism Uploaded 02-02-2015 by Joaquin Vanschoren
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Flow

weka.Bagging_BFTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1
weka.Bagging_BFTree(2)_I10
weka.Bagging_BFTree(2)_P100
weka.Bagging_BFTree(2)_S1
weka.Bagging_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(2)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
51.6202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0942
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
0.6602
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
0.8539
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9916
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.6206
UserCPU time millis
1420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
1410
Cross-validation details (10-fold Crossvalidation)