DEVELOPMENT... OpenML
Run
77927

Run 77927

Task 3754 (Supervised Classification) sleuth_case1202 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)_I80
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
0.8421
Per class
Build CPU time
1.0958
Build memory
710045157.5914
F measure
0.8406
Per class
Kappa
0.6718
KB relative information score
43.5977
Mean absolute error
0.263
Mean prior absolute error
0.475
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8519
Per class
Predictive accuracy
0.8387
Prior entropy
0.9645
Recall
0.8387
Per class
Relative absolute error
0.5536
Root mean prior squared error
0.4871
Root mean squared error
0.3686
Root relative squared error
0.7568
SciMark benchmark
927.7667

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