Question: You are predicting whether an email is a spam or not (1 if the email is spam else 0). Based on the features, you obtained

You are predicting whether an email is a spam or not (1 if the email is spam else 0). Based on the features, you obtained an estimated probability to be 0.75. What is the meaning of this estimated probability? Note - The threshold to differ the classes is 0.5

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 Mathematics Questions!

Questions 4-6 410 points Answer the following three questions based on the following: What's the meaning of this estimated You are predicting whether an email is spam probability? (select two)...

Your code will read in an email message in some standard format (we will determine that standard) and will classify whether that email is a spam or non-spam email. There are databases containing...

2, due Tuesday March 1 COMS 4721 Spring 2016 ? ? ? Do two of { Problem 1, Problem 2, Problem 3 }, and also Problem 4. ? ? ? Problem 1 (Margins; 10 points). The Perceptron convergence theorem is often...

In this problem, we will analyze the spam email dataset. These data were collected by Hewlett-Packard (HP) in the 90s to build system for automatically identifying and discarding spam email. Each row...

Question 10: Case Study: Predicting Email Spam A company wants to predict whether an email is spam or not based on two features: the presence of certain keywords and the length of the email. The...

PLEASE USE THE FOLLOWING ARTICLE TO ANSWER THE QUESTION: Wolf, L. A., Perhats, C., Delao, A., & Martinovich, Z. (2017). The effect of reported sleep, perceived fatigue, and sleepiness on cognitive...

I need help with the article. I need to do 2 pages summary for the article ( CEO Turnover and Audit Pricing) I attatch . I attach the summary sample of article ( On the Timing of CEO Stock Option...

CERTIFICATE IV IN FINANCE AND MORTGAGE BROKING - FN540820 Page 1 UNIT 9 MANAGE PERSONAL AND PROFESSIONAL DEVELOPMENT Unit Code: BSBPEF501 This unit describes the skills and knowledge required to...

Given the findings presented by Desir et al. 2010, what evidence do they provide that might explain why there were so many people who opposed the proposed standard to enhance disclosures on expected...

What is sales promotion and how is it used in international marketing?

Referring to the contingency table in Problem 4.8, if an employed adult is selected at random, what is the probability that a. The employed adult felt tense or stressed out at work? b. The employed...

Do a quantum circuit in IBM Quantum Experience platform. Build a circuit that simulates a six - sided die. Rules: You must make a circuit that when measured can give six and only six possible results...

1.1 Explain the importance of a customer to ensure a successful business logistics function. (

7. Imagine a communication situation in a work context or in the home situation that has made a big impression on you, positively or negatively. a. Examine now i. your own intentions ii. what you...

Personal role: This consists of service to family and friends.

The role of life: It consists of your own service to yourself.