DEVELOPMENT... OpenML
Run
77412

Run 77412

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9891
Per class
Build CPU time
0.4273
Build memory
1793827962.9697
F measure
0.9772
Per class
Kappa
0.9497
KB relative information score
110.0521
Mean absolute error
0.0848
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9773
Per class
Predictive accuracy
0.9773
Prior entropy
0.9347
Recall
0.9773
Per class
Relative absolute error
0.1864
Root mean prior squared error
0.4765
Root mean squared error
0.1843
Root relative squared error
0.3867
SciMark benchmark
905.8485