DEVELOPMENT... OpenML
Run
75542

Run 75542

Task 3765 (Supervised Classification) sleuth_case2002 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
0.6518
Per class
Build CPU time
0.3154
Build memory
896100503.8367
F measure
0.6329
Per class
Kappa
0.2638
KB relative information score
21.376
Mean absolute error
0.4318
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6334
Per class
Predictive accuracy
0.6327
Prior entropy
0.9974
Recall
0.6327
Per class
Relative absolute error
0.8667
Root mean prior squared error
0.4991
Root mean squared error
0.4965
Root relative squared error
0.9949
SciMark benchmark
785.9104