DEVELOPMENT... OpenML
Run
77366

Run 77366

Task 3917 (Supervised Classification) kc1 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)_I40
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
0.8343
Per class
Build CPU time
27.8459
Build memory
856464305.0583
F measure
0.8457
Per class
Kappa
0.3515
KB relative information score
220.0352
Mean absolute error
0.1933
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8455
Per class
Predictive accuracy
0.8653
Prior entropy
0.622
Recall
0.8653
Per class
Relative absolute error
0.7388
Root mean prior squared error
0.3615
Root mean squared error
0.3183
Root relative squared error
0.8805
SciMark benchmark
935.2975