DEVELOPMENT... OpenML
Run
78522

Run 78522

Task 1773 (Supervised Classification) autos 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
0.9283
Per class
Build CPU time
4.5891
Build memory
889968984.4137
F measure
0.7541
Per class
Kappa
0.6827
KB relative information score
548.6727
Mean absolute error
0.1339
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7594
Per class
Predictive accuracy
0.7571
Prior entropy
2.3268
Recall
0.7571
Per class
Relative absolute error
0.6061
Root mean prior squared error
0.3318
Root mean squared error
0.2351
Root relative squared error
0.7086
SciMark benchmark
892.3838