DEVELOPMENT... OpenML
Run
79083

Run 79083

Task 2078 (Supervised Classification) braziltourism Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I80
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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.

21 Evaluation measures

Area under ROC curve
0.6837
Per class
Build CPU time
0.1297
Build memory
189313359.2427
F measure
0.7006
Per class
Kappa
0.1499
KB relative information score
40.0913
Mean absolute error
0.0952
Mean prior absolute error
0.1103
Number of instances
412
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6771
Per class
Predictive accuracy
0.7379
Prior entropy
1.1781
Recall
0.7379
Per class
Relative absolute error
0.8627
Root mean prior squared error
0.2325
Root mean squared error
0.2371
Root relative squared error
1.02
SciMark benchmark
941.0866