DEVELOPMENT... OpenML
Run
78957

Run 78957

Task 3833 (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)_I160
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
0.5996
Build memory
2946281915.7194
F measure
0.9952
Per class
Kappa
0.9899
KB relative information score
714.9898
Mean absolute error
0.0882
Mean prior absolute error
0.4698
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
0.9952
Per class
Predictive accuracy
0.9952
Prior entropy
0.9561
Recall
0.9952
Per class
Relative absolute error
0.1877
Root mean prior squared error
0.4846
Root mean squared error
0.1303
Root relative squared error
0.2689
SciMark benchmark
917.2088