DEVELOPMENT... OpenML
Run
79319

Run 79319

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I80
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9998
Per class
Build CPU time
0.3838
Build memory
1044640767.981
F measure
0.9905
Per class
Kappa
0.9862
KB relative information score
728.554
Mean absolute error
0.0701
Mean prior absolute error
0.3439
Number of instances
841
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9905
Per class
Predictive accuracy
0.9905
Prior entropy
1.7898
Recall
0.9905
Per class
Relative absolute error
0.2037
Root mean prior squared error
0.4146
Root mean squared error
0.1196
Root relative squared error
0.2884
SciMark benchmark
941.0866