Performed Classification on the Iris Dataset by the following steps :
- Importing all the necessary Libraries
- Loading the Dataset
- Checking if there is any Null values present in dataset
- Splitting the Dataset into Training and Testing
- Initializing the K-NN Classifier Model
- Printing the Accuracy and Confusion Matrix
Converted an RGB Image into a Pencil Sketch with the help of following steps
- Importing OpenCV Library
- Loading RBG Image
- Converting RBG Image into Greyscale Image
- Inverting the Greyscale Image
- Using Gaussian Blur to blur the Greyscale image to reduce noise
- Converteing the Blurred Image into Pencil Sketch
Performed Exploratory Data Analysis on Terrorism Dataset
Performed Decision Tree Algorithm on the given dataset and visualized it
- Importing all the necessary Libraries
- Loading the Dataset
- Removing the column which is not required
- Checking if there is any Null values present in dataset
- Splitting the dataset
- Using LabelEncoder in the pre processing
- Splitting the Dataset into Training and Testing
- Creating the Decision Tree Classification Model
- Printing the Accuracy of the model
- Visualizing the Decision Tree
- Printing the Confusion Matrix