DEVELOPMENT... OpenML
Run
79246

Run 79246

Task 3722 (Supervised Classification) hungarian 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
0.8868
Per class
Build CPU time
0.0722
Build memory
309305357.8776
F measure
0.8056
Per class
Kappa
0.5729
KB relative information score
139.0825
Mean absolute error
0.2473
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.807
Per class
Predictive accuracy
0.8095
Prior entropy
0.9439
Recall
0.8095
Per class
Relative absolute error
0.5361
Root mean prior squared error
0.4802
Root mean squared error
0.3587
Root relative squared error
0.747
SciMark benchmark
941.0866