Among several machine learning libraries used such as pandas and others, we have also preferred Apache spark for implementation. The dataset of PakWheels is utilized which originally have 56186 instances and 16 attributes. A considerable amount of work has been done on this research domain; however...
Regression Analysis of used car price Overview As per reports Cars growth of new cars in the upcoming 5 years is an average of 3.5% while for used cars 5% and the ratio of used cars to new cars is increasing continuously. So the used cars market is increasing day by day and a consumer...
By using supervised learning algorithms like multiple linear regressions and random forest regression along with Python, we have developed a model which can predict the price of resale vehicles. The dataset used here for prediction has been taken from www.kaggle.com and the final accuracy (R2) ...
CarPricePrediction This model can be used to predict the selling price of the a used car. kaggle dataset link : https://www.kaggle.com/nehalbirla/vehicle-dataset-from-cardekho This car price prediction model is deployed in heroku. Please click below url for access. App Link : https://use...
Thedataseton which the regression analysis was performed consists of approximately 1.2 milion records of used car sales in the american market from 1997 to 2018, acquired via scraping onTrueCar.comcar sales portal. Each record has the following features: Id, price, year, mileage, city, state, ...
visualizations and correlation analysis to detect key features in the dataset.2.1 Engine Horsepower vs MSRPFirst, let’s take a look at two interesting factors to me:MSRP (vehicle price) - Our target, what customers on average pay for the vehicle, and Engine horsepower - A measure...
we conduct the first work to devise a traffic prediction mechanism on a per-station basis with sub- hour granularity by using the mobility model and historical data; • We evaluate the performance of mobility modeling and prediction through a one-year dataset from the city of Hangzhou, the ...
The dataset, obtained from Kaggle, includes essential information such as car make, model, year, mileage, price, and more, allowing for a thorough examination of the used car market landscape. DETE & TAFE Exit Surveys: Analyzing exit surveys from employees of the Department of Education, Trainin...
The statistical difference of two groups was compared through the Wilcox test. *P < 0.05; **P < 0.01; ***P < 0.001 Full size image Next, we included a single-cell dataset (GSE178318) which contained liver metastasis and scored a total of 19,483 tumor epithelial cells using...
This paper presents more accurate and reliable computational methods for aiding the treatment of people with coronary artery disease. New techniques are in