DEVELOPMENT... OpenML
Run
75298

Run 75298

Task 3647 (Supervised Classification) rabe_266 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
0.9947
Per class
Build CPU time
0.0932
Build memory
2409912208
F measure
0.95
Per class
Kappa
0.8999
KB relative information score
105.1218
Mean absolute error
0.0658
Mean prior absolute error
0.4988
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9506
Per class
Predictive accuracy
0.95
Prior entropy
0.9983
Recall
0.95
Per class
Relative absolute error
0.1319
Root mean prior squared error
0.4994
Root mean squared error
0.1758
Root relative squared error
0.352
SciMark benchmark
941.6532