Run
460493

Run 460493

Task 322 (Supervised Classification) BNG(tic-tac-toe) Uploaded 03-07-2015 by Joaquin Vanschoren
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Flow

weka.BayesNet_K2(6)Weka implementation of BayesNet
weka.BayesNet_K2(6)_Dtrue
weka.BayesNet_K2(6)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(5)_P1
weka.K2(5)_SBAYES

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
0.751
Per class
Cross-validation details (33% Holdout set)
F measure
0.7106
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3494
Cross-validation details (33% Holdout set)
KB relative information score
2782.919
Cross-validation details (33% Holdout set)
Mean absolute error
0.3578
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, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.7097
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7196
Cross-validation details (33% Holdout set)
Prior entropy
0.9315
Cross-validation details (33% Holdout set)
Recall
0.7196
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.7893
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4761
Cross-validation details (33% Holdout set)
Root mean squared error
0.4325
Cross-validation details (33% Holdout set)
Root relative squared error
0.9085
Cross-validation details (33% Holdout set)
SciMark benchmark
974.2014
UserCPU time millis
140
Cross-validation details (33% Holdout set)
UserCPU time millis testing
80
Cross-validation details (33% Holdout set)
UserCPU time millis training
60
Cross-validation details (33% Holdout set)