DEVELOPMENT... OpenML
Run
77251

Run 77251

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)_I40
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
0.7634
Per class
Build CPU time
2.615
Build memory
1430149224
F measure
0.7399
Per class
Kappa
0.2619
KB relative information score
18.2617
Mean absolute error
0.0929
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
0.7734
Per class
Predictive accuracy
0.7778
Prior entropy
1.1781
Recall
0.7778
Per class
Relative absolute error
0.8418
Root mean prior squared error
0.2325
Root mean squared error
0.2201
Root relative squared error
0.9469
SciMark benchmark
914.4844