Chegg.com Please I want a detailed complete answers for each part. Then make sur
ID: 3599808 • Letter: C
Question
Chegg.comPlease I want a detailed complete answers for each part. Then make sure you provide clear picture(s) of soultions that I can read. Try making all numbers and letters clrearly readable easy to recognize. You also can type it which I prefer so I can copy all later, paste them in Microsoft Word to enlarge & edit if needed. Thanks for all :) Determine if the task given below is a machine learning task and if it is Descriptive or Predictive 1. Finding if a football team will win or lose 2. Finding the customers of a company based on their gender 3. Finding if person will live past the age of 100 4. Sorting a student database based in student ID 5. Determining the type of trips married people usually take 6. Determining if an applicant will default on a loan 7. Finding the topie of a collection of articles 8. Predicting if an earthquake will strike next year 9. Predicting the outcomes of tossing a (fair) pair of dices. 10. Finding if the heart rate of a patient is abnormal
Explanation / Answer
Solution:
1.Finding if a football team will win or lose.
This is a machine learning task. This is Descriptive type task as the result can be predicted using the previous history of records maintained for the football team.
2.Finding the customers of a company based on their gender.
This is not a machine learning task as with gender only, it’s impossible to predict customer details.
3.Finding if person will live past the age of 100.
This is a machine learning task. This is Descriptive type task as the result can be predicted using the previous history of records collected from various people of the same place.
4.Sorting a student database based in student ID.
This is a machine learning task. This is Predictive type task as the Student ID will be unique one it will be mathematically easy to sort the database.
5.Determining the type of trips married people usually take.
This is a machine learning task. This is Descriptive type task as the result can be predicted using the previous history of surveys conducted on various range of married couples.
6.Determining if an applicant will default on a loan.
This is a machine learning task. This is Predictive type task as the applicant’s financial records will reveal the necessary information regarding his loan need.
7.Finding the topic of a collection of articles.
This is a machine learning task. This is Descriptive type task as the result can be predicted by categorizing the context of articles and find out whether they fall into economics, sports, politics, cinema, education, etc.
8.Predicting if an earthquake will strike next year.
This is a machine learning task. This is Predictive type task as this can be calculated with factors involving earthquake prediction.
9.Predicting the outcomes of tossing a (fair) pair of dices.
This is a machine learning task. This is Predictive type task as the result can be either of two outcomes.
10.Finding if the heart rate of a patient is abnormal.
This is a machine learning task. This is Predictive type task as the heart rate normality can be calculated with some standard constraints and can be predicted as normal or abnormal only if the patient’s heart rate will fall within the range.
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