DEVELOPMENT... OpenML
Run
78385

Run 78385

Task 3907 (Supervised Classification) mc1 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)_I160
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
0.9657
Per class
Build CPU time
284.8278
Build memory
2174173887.8479
F measure
0.9936
Per class
Kappa
0.4711
KB relative information score
-16739.2003
Mean absolute error
0.0088
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9943
Per class
Predictive accuracy
0.9948
Prior entropy
0.0622
Recall
0.9948
Per class
Relative absolute error
0.6092
Root mean prior squared error
0.0845
Root mean squared error
0.0661
Root relative squared error
0.7831
SciMark benchmark
939.5765