Harikrishnaa3131 / Cab-Fare-Prediction

This is a prediction machine learning model. In this project, my objective was to predict the fare of a cab based on time and daytime variance. I applied data cleaning, calculating the distance between the source and the destination. I implemented some ML regression algorithms and tested the score of the model

Cab Fare Prediction - Regression

This is a prediction machine learning model. In this project, my objective was to predict the fare of a cab based on time and daytime variance. I applied data cleaning, calculating the distance between the source and the destination. I implemented some ML regression algorithms and tested the score of the model

Steps:

• Import Libraries and read data set
• Describe the dataset
• Handling Missing Values
• Data Transforamtion / Categorical to Numerical
• Data Cleaning and Feature Selection
• Split the dataset into train and test set
• Machine Learning Modeling
• train the model (Fit)
• Test the trained model (prediction )
• Model Evaluation