DEVELOPMENT... OpenML
Run
75153

Run 75153

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)_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
0.9269
Per class
Build CPU time
1.6013
Build memory
1228854194.4
F measure
0.74
Per class
Kappa
0.6662
KB relative information score
2609.6718
Mean absolute error
0.1816
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
0.7357
Per class
Predictive accuracy
0.7496
Prior entropy
1.9991
Recall
0.7496
Per class
Relative absolute error
0.4844
Root mean prior squared error
0.4329
Root mean squared error
0.2824
Root relative squared error
0.6523
SciMark benchmark
926.9727