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Naive Bayes VTU Lab Program

  • Support more than 2 Concepts to be classified
  • Tested against dataset with more than 2 concepts

Formula

  • P(A/B) : Posterior Probability
  • P(B/A) : Likelihood
  • P(A) : Prior Probability
  • P(B) : Evidence

Dataset

Data collected via a online survey includes classTime, subjectType, hungry, weather, interest columns where interest in classs is been predicted. Another dataset is "PlayTennis"

Known Issues

  • Misclassification Rate Calculation