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Iris

Predict the Class of Flower based on Available Attributes.

Iris Data Set

Features :

  1. Sepal Length
  2. Sepal Width
  3. Petal Length
  4. Petal Width
  5. Species ( Target )

Libraries :

  1. Pandas
  2. NumPy
  3. Matplotlib
  4. Scikit Learn

Machine Learning Models :

  1. Logistic Regression
  2. Linear Discriminant Analysis : LDA
  3. K Nearest Neighbors : KNN
  4. Classification And Linear Regression Tree : CART
  5. Gaussian Naive Bayes
  6. Support Vector Machine : SVM

Evaluation Metrics (Classification) :

  1. Accuracy Score
  2. Confusion Matrix
  3. Classification Report