DEVELOPMENT... OpenML
Run
77441

Run 77441

Task 3794 (Supervised Classification) disclosure_z 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
0.5068
Per class
Build CPU time
6.5205
Build memory
1848537146.0181
F measure
0.5226
Per class
Kappa
0.0421
KB relative information score
1.8745
Mean absolute error
0.4975
Mean prior absolute error
0.4987
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5224
Per class
Predictive accuracy
0.5242
Prior entropy
0.9981
Recall
0.5242
Per class
Relative absolute error
0.9975
Root mean prior squared error
0.4993
Root mean squared error
0.5206
Root relative squared error
1.0427
SciMark benchmark
922.9897