DEVELOPMENT... OpenML
Run
77202

Run 77202

Task 3647 (Supervised Classification) rabe_266 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
0.9947
Per class
Build CPU time
0.3485
Build memory
751317338.4
F measure
0.9584
Per class
Kappa
0.9167
KB relative information score
104.8725
Mean absolute error
0.0671
Mean prior absolute error
0.4988
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9596
Per class
Predictive accuracy
0.9583
Prior entropy
0.9983
Recall
0.9583
Per class
Relative absolute error
0.1346
Root mean prior squared error
0.4994
Root mean squared error
0.1742
Root relative squared error
0.3488
SciMark benchmark
937.8166