DEVELOPMENT... OpenML
Run
77249

Run 77249

Task 3658 (Supervised Classification) fri_c3_250_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
0.9648
Per class
Build CPU time
1.9762
Build memory
582069832
F measure
0.916
Per class
Kappa
0.8308
KB relative information score
144.821
Mean absolute error
0.2335
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.916
Per class
Predictive accuracy
0.916
Prior entropy
0.9955
Recall
0.916
Per class
Relative absolute error
0.47
Root mean prior squared error
0.4984
Root mean squared error
0.2909
Root relative squared error
0.5837
SciMark benchmark
935.8126