DEVELOPMENT... OpenML
Run
75197

Run 75197

Task 30 (Supervised Classification) page-blocks 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)_I10
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
0.9925
Per class
Build CPU time
28.1616
Build memory
751524785.8403
F measure
0.9748
Per class
Kappa
0.8675
KB relative information score
4311.5418
Mean absolute error
0.0166
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9747
Per class
Predictive accuracy
0.9753
Prior entropy
0.6391
Recall
0.9753
Per class
Relative absolute error
0.2181
Root mean prior squared error
0.1949
Root mean squared error
0.0884
Root relative squared error
0.4537
SciMark benchmark
785.9104