Run
6060460

Run 6060460

Task 2073 (Supervised Classification) yeast Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_Vote_BayesNet(1)Weka implementation of AttributeSelectedClassifier
weka.Vote_BayesNet(1)_RMAJ
weka.Vote_BayesNet(1)_S1
weka.Vote_BayesNet(1)_Bweka.classifiers.bayes.BayesNet -D -Q weka.classifiers.bayes.net.search.local.TabuSearch -- -L 5 -U 10 -P 100000 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5
weka.AttributeSelectedClassifier_Vote_BayesNet(1)_Eweka.attributeSelection.CfsSubsetEval -M -P 1 -E 1
weka.AttributeSelectedClassifier_Vote_BayesNet(1)_Sweka.attributeSelection.BestFirst -D 0 -N 10
weka.AttributeSelectedClassifier_Vote_BayesNet(1)_Wweka.classifiers.meta.Vote

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
0.7431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
806.2412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0764
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6179
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.6179
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2764
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9918
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.4627
UserCPU time millis
370
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)