DEVELOPMENT... OpenML
Run
76639

Run 76639

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)_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
0.981
Per class
Build CPU time
0.6799
Build memory
1797273503.6784
F measure
0.9272
Per class
Kappa
0.854
KB relative information score
310.8249
Mean absolute error
0.1177
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9273
Per class
Predictive accuracy
0.9271
Prior entropy
0.9982
Recall
0.9271
Per class
Relative absolute error
0.2361
Root mean prior squared error
0.4994
Root mean squared error
0.2338
Root relative squared error
0.4683
SciMark benchmark
923.8639