DEVELOPMENT... OpenML
Run
78296

Run 78296

Task 2124 (Supervised Classification) braziltourism Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I160
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(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.

21 Evaluation measures

Area under ROC curve
0.7604
Per class
Build CPU time
10.023
Build memory
3228581752
F measure
0.7115
Per class
Kappa
0.1678
KB relative information score
17.323
Mean absolute error
0.0934
Mean prior absolute error
0.1103
Number of instances
135
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7373
Per class
Predictive accuracy
0.7704
Prior entropy
1.1781
Recall
0.7704
Per class
Relative absolute error
0.8465
Root mean prior squared error
0.2325
Root mean squared error
0.2204
Root relative squared error
0.9483
SciMark benchmark
932.0523