Run
188787

Run 188787

Task 322 (Supervised Classification) BNG(tic-tac-toe) Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.HNB(6)H. Zhang, L. Jiang, J. Su: Hidden Naive Bayes. In: Twentieth National Conference on Artificial Intelligence, 919-924, 2005.

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.

22 Evaluation measures

Area under ROC curve
0.8328
Per class
Cross-validation details (33% Holdout set)
F measure
0.7661
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4739
Cross-validation details (33% Holdout set)
KB relative information score
4109.6718
Cross-validation details (33% Holdout set)
Mean absolute error
0.3179
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4533
Cross-validation details (33% Holdout set)
Number of instances
12990
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7684
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7737
Cross-validation details (33% Holdout set)
Prior entropy
0.9315
Cross-validation details (33% Holdout set)
Recall
0.7737
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.7013
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4761
Cross-validation details (33% Holdout set)
Root mean squared error
0.3937
Cross-validation details (33% Holdout set)
Root relative squared error
0.827
Cross-validation details (33% Holdout set)
SciMark benchmark
1310.3951
UserCPU time millis
140
Cross-validation details (33% Holdout set)
UserCPU time millis testing
110
Cross-validation details (33% Holdout set)
UserCPU time millis training
30
Cross-validation details (33% Holdout set)