DEVELOPMENT... OpenML
Run
75661

Run 75661

Task 1773 (Supervised Classification) autos 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
0.9253
Per class
Build CPU time
0.3186
Build memory
2403364098.9581
F measure
0.7405
Per class
Kappa
0.6634
KB relative information score
545.809
Mean absolute error
0.134
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7427
Per class
Predictive accuracy
0.7424
Prior entropy
2.3268
Recall
0.7424
Per class
Relative absolute error
0.6066
Root mean prior squared error
0.3318
Root mean squared error
0.2366
Root relative squared error
0.7131
SciMark benchmark
947.2295