Question: You are trying to build a logistic regression classifier which predicts whether the price of a house is less than 100K USD (class 0: cheap

You are trying to build a logistic regression classifier which predicts whether the price of a house is less than 100K USD (class 0: cheap house) or greater than or equal to 100K USD (class 1: expensive house). The training examples given to you have two features: the depth and the frontage of the house and the associated class (0 or 1) for each training example. Assume that the price of a house is linearly dependent upon the area of the house. How would you make logistic regression work in this case? Write down the full hypothesis.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related General Management Questions!

You are trying to build a logistic regression classifier which predicts whether the price of a house is less than 100K USD (class 0: cheap house) or greater than or equal to 100K USD (class 1:...

Hello my friend please assist me with my discussion Interest Rates Negotiation is a soft skill that might just be one of the most important skills you will ever learn. For this Discussion you will...

Questions: Why is Wal-Mart successful in the US? What are its competitive advantages? Should Wal-Mart replicate its domestic model in its original form in China? Why? Can it build the same...

Hi, I am doing a project for derivatives class and I have some questions about a regression and Monte Carlo simulation that I need to come up with. So the goal is to hedge against CDS instruments by...

Hi I need this question answered. I have the SWAT analysis done so I don't need that. I need Pestle analysis, 5 force analysis or VRIO analysis done and it needs to be on this case study: IKEA's...

Please answer all questions. I need Pestle analysis, 5 force analysis or VRIO analysis done and it needs to be on this case study: IKEA's international marketing strategy in china. 4. Markets with...

please take time and please read this book pages very carefully and write a summary what did you understand and your own analysis please write it please don't copy internet and other sources it's a...

Case analysis: The Great Recession, 2007-2010: Causes and Consequences This week, you will have an opportunity to review the Great Recession of 2007-2010 along with the causes and consequences of...

The following information relates to manufacturing overhead for the Chapman Company: Standards: Total fixed factory overhead - $450,000 Estimated production - 25,000 units (100% of normal capacity)...

Presented here is a partial list of accounts for the total governmental funds of the City of Bukowy. What worksheet adjustments would be required to convert this information to information that the...

15. Braxton Inc. is considering the write-off of a limited-life intangible because of its lack of profitability. Explain to the management of Braxton how to determine whether a write-off is permitted.

As the manager of Smith Construction, you need to make a decision on the number of homes to build in a new residential area where you are the only builder. Unfortunately, you must build the homes...