DEVELOPMENT... OpenML
Run
75278

Run 75278

Task 55 (Supervised Classification) vote 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
0.9928
Per class
Build CPU time
1.1935
Build memory
1382246709.6092
F measure
0.9679
Per class
Kappa
0.9323
KB relative information score
374.5875
Mean absolute error
0.073
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9679
Per class
Predictive accuracy
0.9678
Prior entropy
0.9627
Recall
0.9678
Per class
Relative absolute error
0.154
Root mean prior squared error
0.4869
Root mean squared error
0.1722
Root relative squared error
0.3537
SciMark benchmark
785.9104