DEVELOPMENT... OpenML
Run
75406

Run 75406

Task 3696 (Supervised Classification) autoMpg 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)_I10
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
0.9804
Per class
Build CPU time
0.4511
Build memory
919147918.9146
F measure
0.9246
Per class
Kappa
0.8489
KB relative information score
310.5137
Mean absolute error
0.118
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9247
Per class
Predictive accuracy
0.9246
Prior entropy
0.9982
Recall
0.9246
Per class
Relative absolute error
0.2365
Root mean prior squared error
0.4994
Root mean squared error
0.2344
Root relative squared error
0.4694
SciMark benchmark
785.9104