DEVELOPMENT... OpenML
Run
77714

Run 77714

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)_I80
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
0.9271
Per class
Build CPU time
12.0653
Build memory
2977070815.2
F measure
0.7376
Per class
Kappa
0.6641
KB relative information score
2609.0544
Mean absolute error
0.1817
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
0.7334
Per class
Predictive accuracy
0.748
Prior entropy
1.9991
Recall
0.748
Per class
Relative absolute error
0.4847
Root mean prior squared error
0.4329
Root mean squared error
0.2821
Root relative squared error
0.6515
SciMark benchmark
941.6047