DEVELOPMENT... OpenML
Run
75445

Run 75445

Task 3721 (Supervised Classification) bolts 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
0.9368
Per class
Build CPU time
0.0616
Build memory
1423955874.4
F measure
0.949
Per class
Kappa
0.8864
KB relative information score
26.2658
Mean absolute error
0.1729
Mean prior absolute error
0.4571
Number of instances
40
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9536
Per class
Predictive accuracy
0.95
Prior entropy
0.9403
Recall
0.95
Per class
Relative absolute error
0.3781
Root mean prior squared error
0.477
Root mean squared error
0.2684
Root relative squared error
0.5626
SciMark benchmark
940.6012