/Iris-Species

Primary LanguageJupyter Notebook

Iris-Species

It includes three iris species with 50 samples each as well as some properties about each flower. One flower species is linearly separable from the other two, but the other two are not linearly separable from each other.

The columns in this dataset are:

  1. Id
  2. SepalLengthCm
  3. SepalWidthCm
  4. PetalLengthCm
  5. PetalWidthCm
  6. Species

Models:

  • Logistic Regression model
  • Naive Bayes model
  • K-mean Clutering

Python libraries used : Scikit-learn, matplotlib, seaborn