DEVELOPMENT... OpenML
Run
78173

Run 78173

Task 1817 (Supervised Classification) vehicle 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
0.9272
Per class
Build CPU time
22.604
Build memory
1400258768
F measure
0.7361
Per class
Kappa
0.6625
KB relative information score
2608.9643
Mean absolute error
0.1818
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7317
Per class
Predictive accuracy
0.7468
Prior entropy
1.9991
Recall
0.7468
Per class
Relative absolute error
0.4849
Root mean prior squared error
0.4329
Root mean squared error
0.282
Root relative squared error
0.6513
SciMark benchmark
943.715