Machine Learning - classification vs Regression

Classifying emails as "spam" or "not spam" based on their content and characteristics. Identify the type of supervised learning ?

• Classification

• Regression

• None of these

• Both

Predicting the selling price of a house based on features such as location, size, number of bedrooms, and age. Identify the type of supervised learning ?

• Classification

• Regression

• None

• Both

Estimating the future price of a stock based on historical price data, trading volume, and market indicators.Identify the type of supervised learning ?

• Classification

• Regression

• None

• Both

Predicting the temperature, humidity, or precipitation levels for a specific location based on historical weather data and other factors. Identify the type of supervised learning ?

• Classification

• Regression

• Both

• None

Identifying objects in images, such as classifying images as "cat," "dog," or "car." Identify the type of supervised learning ?

• Classification

• Regression

• None

• Both

Classifying patient data to predict whether a patient has a specific disease, such as "diabetes" or "not diabetes." Identify the type of supervised learning ?

• Classification

• Regression

• Both

• None

Estimating future sales revenue for a product based on past sales data, marketing efforts, and seasonal trends. Identify the type of supervised learning ?

• Classification

• Regression

• None

• Both

Classifying patient data to predict whether a patient has a specific disease, such as "diabetes" or "not diabetes." Identify the type of supervised learning ?

• Classification

• Regression

• None

• Both

Estimating the fuel efficiency (miles per gallon) of a vehicle based on variables like engine size, weight, and speed. Identify the type of supervised learning ?

• Classification

• Regression

• None

• Both

Predicting an individual’s BMI based on their height and weight measurements. Identify the type of supervised learning ?

• Classification

• Regression

• None

• Both