DEVELOPMENT... OpenML
Run
79894

Run 79894

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)_I40
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
0.9997
Per class
Build CPU time
0.1995
Build memory
467188379.1867
F measure
0.9881
Per class
Kappa
0.9827
KB relative information score
728.9113
Mean absolute error
0.0693
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
0.9881
Per class
Predictive accuracy
0.9881
Prior entropy
1.7898
Recall
0.9881
Per class
Relative absolute error
0.2016
Root mean prior squared error
0.4146
Root mean squared error
0.1217
Root relative squared error
0.2935
SciMark benchmark
919.2952