DEVELOPMENT... OpenML
Run
76662

Run 76662

Task 3812 (Supervised Classification) arsenic-female-bladder 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)_I20
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
0.7792
Per class
Build CPU time
0.9732
Build memory
1613531774.4544
F measure
0.8287
Per class
Kappa
0.2762
KB relative information score
14.3392
Mean absolute error
0.186
Mean prior absolute error
0.2462
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8233
Per class
Predictive accuracy
0.8354
Prior entropy
0.5956
Recall
0.8354
Per class
Relative absolute error
0.7555
Root mean prior squared error
0.3502
Root mean squared error
0.3406
Root relative squared error
0.9725
SciMark benchmark
896.8713