Build a regression model

Assignment Help Basic Statistics
Reference no: EM132907716

You have been given access to a large movie rating dataset containing about 5M records with fields like Movie Name, Average Movie Rating, Genre, Number of Reviewers, Date of Release and few other numeric columns. You plan to build a Data mining model that predicts the average review based on the other columns. Which is the best approach you would adopt to build the model.

Randomly sample a few 1000's of records and explore whether you can predict the rating with reasonable accuracy dropping features that don't aid in improving the predictive accuracy

Use the entire dataset to build a regression model to predict the average movie rating by regressing against the remaining columns dropping features that don't aid in improving the predictive accuracy

None of the above

Drop the movie titles and Genres because they are unstructured data and only use the numeric columns to build a regression model using the rest of the entire data set.

Reference no: EM132907716

Questions Cloud

Assess impacts that selling products abroad to wakeup : Assess the impacts that selling their products abroad will have to WakeUP and any tax incentives that will apply to their situation.
What value is used to approximate the mean : Assuming that a normal distribution is a reasonable approximation for a binomial distribution, what value is used to approximate the mean?
Global agricultural chemical company produces : A global agricultural chemical company produces a large variety of chemcials used as pesticides, plant growth regulators, and seed treatment applications
What is the approximate probability : Fifty numbers are rounded off to the nearest integer and then summed. If the individual roundoff errors are uniformly distributed between -.5 and .5, what is th
Build a regression model : You have been given access to a large movie rating dataset containing about 5M records with fields like Movie Name, Average Movie Rating, Genre, Number of Revie
Analyze the major disclosure reporting requirements : Analyze the major disclosure reporting requirements related to each separately reportable operating segment. Give your opinion as to whether disclosures.
Reflect on whether option was most effective : Explain how you will implement the chosen solution and reflect on whether this option was the most effective.
What is the maximum total depreciation : What is the maximum total depreciation, including §179 expense, that AMP may deduct in 2019 on the assets it placed in service in 2019?
Explain how governments might give their local firms : Explain how governments might give their local firms a competitive advantage in the international trade arena

Reviews

Write a Review

Basic Statistics Questions & Answers

  A survey of senior citizens at a doctor''s office shows

Medication, 47% take cholesterol-lowering medication, and 12% take both medications. What is the probability that a senior citizen takes either blood pressure-lowering or cholesterol-lowering medication?

  Assignment on inventory management systems

Your sister owns a small clothing store. During a conversation at a family dinner, she mentions her frustration with having to manually track and reorder high demand items. She would like an automated system but has a very small budget.

  Depression and drug use

Use these two variables to answer the following questions: Depression and Drug Use.

  Normal-theory method to test for significant differences

Use the normal-theory method to test for significant differences in 12-month mortality between the two groups.

  Find probability that number who say oatmeal is favorite

Find the probability that the number who say oatmeal is their favorite cookie is (a) exactly four, (b) at least four, and (c) less than four.

  P-value for average age of evening students

At a local university, sample of 49 evening students was selected in order to determine whether the average age of evening students is significantly different from 21. The average age of students in the sample was 23 with a standard deviation of 3..

  Description of probability concepts

A survey of top executives revealed that 35 percent of them regularly read Time magazine, 20 percent read Newsweek, and 40 percent read U.S. News and World Report. Ten percent read both Time and U.S. News and World Report.

  Calculate the sample mean for each sample

Summarize the results of part (a) into a table showing the sampling distribution of possible sample means. To do this, list each possible value for the sample mean along with the probability the value would occur.

  Information about descriptive statistics and probability

What is the relationship between descriptive statistics and Affirmative Action ? Can using probability in market trending decisions lead to a bad decision? Explain?

  Compute the times interest earned

Compute the times interest earned for 2014.Select one:a. 11.2 times.b. 65.3 timesc. 14.0 times.d. 13.0 times

  Quantity of aspirin in two tablets

An English unit of mass used in pharmaceutical work is the grain (gr).15 gr=1.0g. An aspirin tablet contains 5.0 gr of aspirin. A 155-lbarthritic person takes a dosage of 2 asprin tablets per day. a. What is the quantity of aspirin in two tablets,..

  How he or she should approach in a given situation

Script for a one act play that shows how a teenager has become a bad speaker to a good speaker after learning that a shift in speech context, style

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd