DEVELOPMENT... OpenML
Run
76587

Run 76587

Task 3890 (Supervised Classification) ada_prior 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)_I20
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
0.8821
Per class
Build CPU time
18.4721
Build memory
1321481742.157
F measure
0.8302
Per class
Kappa
0.5312
KB relative information score
1690.8036
Mean absolute error
0.2255
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.829
Per class
Predictive accuracy
0.8365
Prior entropy
0.8085
Recall
0.8365
Per class
Relative absolute error
0.6043
Root mean prior squared error
0.4319
Root mean squared error
0.3391
Root relative squared error
0.7851
SciMark benchmark
922.8068