DEVELOPMENT... OpenML
Run
77482

Run 77482

Task 3895 (Supervised Classification) gina_prior 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
0.9858
Per class
Build CPU time
143.6089
Build memory
1473506501.308
F measure
0.9441
Per class
Kappa
0.8881
KB relative information score
2189.4668
Mean absolute error
0.2095
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9441
Per class
Predictive accuracy
0.9441
Prior entropy
0.9998
Recall
0.9441
Per class
Relative absolute error
0.4192
Root mean prior squared error
0.4999
Root mean squared error
0.2616
Root relative squared error
0.5232
SciMark benchmark
940.5606