DEVELOPMENT... OpenML
Run
78638

Run 78638

Task 3854 (Supervised Classification) car Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9981
Per class
Build CPU time
0.1388
Build memory
778484326.0833
F measure
0.9764
Per class
Kappa
0.9443
KB relative information score
1378.3765
Mean absolute error
0.0991
Mean prior absolute error
0.4199
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9771
Per class
Predictive accuracy
0.9763
Prior entropy
0.8813
Recall
0.9763
Per class
Relative absolute error
0.236
Root mean prior squared error
0.4582
Root mean squared error
0.1648
Root relative squared error
0.3598
SciMark benchmark
940.4855