DEVELOPMENT... OpenML
Run
78258

Run 78258

Task 3643 (Supervised Classification) sleuth_ex1714 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)_I160
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
0.9352
Per class
Build CPU time
1.0727
Build memory
3197772084.2553
F measure
0.8729
Per class
Kappa
0.7422
KB relative information score
27.3768
Mean absolute error
0.2155
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8767
Per class
Predictive accuracy
0.8723
Prior entropy
0.9852
Recall
0.8723
Per class
Relative absolute error
0.4403
Root mean prior squared error
0.4944
Root mean squared error
0.3201
Root relative squared error
0.6474
SciMark benchmark
939.5765