DEVELOPMENT... OpenML
Run
75455

Run 75455

Task 3726 (Supervised Classification) sleuth_ex2016 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)_I10
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
0.7939
Per class
Build CPU time
0.178
Build memory
1621266483.5862
F measure
0.7127
Per class
Kappa
0.4251
KB relative information score
26.2762
Mean absolute error
0.3589
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.713
Per class
Predictive accuracy
0.7126
Prior entropy
0.9992
Recall
0.7126
Per class
Relative absolute error
0.7187
Root mean prior squared error
0.4997
Root mean squared error
0.4265
Root relative squared error
0.8535
SciMark benchmark
940.6012