DEVELOPMENT... OpenML
Run
77330

Run 77330

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)_I40
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
0.9809
Per class
Build CPU time
1.3429
Build memory
884712410.7538
F measure
0.9297
Per class
Kappa
0.8591
KB relative information score
310.0003
Mean absolute error
0.1189
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
0.9299
Per class
Predictive accuracy
0.9296
Prior entropy
0.9982
Recall
0.9296
Per class
Relative absolute error
0.2384
Root mean prior squared error
0.4994
Root mean squared error
0.2346
Root relative squared error
0.4698
SciMark benchmark
941.7677