DEVELOPMENT... OpenML
Run
77451

Run 77451

Task 3799 (Supervised Classification) fri_c3_500_10 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
0.9673
Per class
Build CPU time
4.7103
Build memory
1976150924
F measure
0.9017
Per class
Kappa
0.8016
KB relative information score
303.8024
Mean absolute error
0.2156
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9027
Per class
Predictive accuracy
0.902
Prior entropy
0.9945
Recall
0.902
Per class
Relative absolute error
0.4346
Root mean prior squared error
0.4981
Root mean squared error
0.2843
Root relative squared error
0.5708
SciMark benchmark
922.9897