Differentiate between validation data and test set data

Assignment Help Database Management System
Reference no: EM13947416

1. Differentiate between the following terms:

A. Independent data mart and dependant data mart

B. Fact table and dimension table

C. OLTP and OLAP

2. Differentiate between the following terms:

A. Validation data and test set data

B. Positive correlation and negative correlation

C. Control group and experimental group

3. For each of the following scenarios, state the type I and type II error. Also, decide whether a model that commits fewer type I or type II errors would be a best choice. Justify each answer.

A. A model for predicting if it will snow

B. A model for selecting customers likely to purchase a television

4. Section 8.1 describes two methods for categorical data conversion. Explain how you would use each method to convert the categorical attribute income range with possible values 10-20k, 20-30k, 30-40k, 40-50k, 90-100k to numeric equivalents which method is most appropriate? The two methods are Neural Networks and Sigmoid function.

5. The average number technique is sometimes used to explain the results of an unsupervised neural network clustering.

A. List the advantages and disadvantages of this approach

B. Do you see similarities between this explanation techniques and the K-Means algorithm?

Reference no: EM13947416

Questions Cloud

Find cost of equity using beta information in exhibit : ITE Valuation – Excel Valuations Introduction Recall William's assumptions: “With the right financing and the right acquisitions, under ideal circumstances, ITE could achieve $6 million in sales in five years, and $14 million in 10 years, with a targ..
Develop an expression for temperature distribution : Develop an expression for the temperature distribu- tion T(r) in the sphere wall in terms of q2", Ts,1, r1,r2, and the thermal conductivity of the wall material k.
Total portfolio is equally as risky as the market : You own a portfolio equally invested in a risk-free asset and two stocks. One of the stocks has a beta of 1.24 and the total portfolio is equally as risky as the market. What must the beta be for the other stock in your portfolio?
Requires research, analysis, and drawing conclusions : This course requires research, analysis, and drawing conclusions on a firm operating in the international business environment. This paper will provide you an opportunity to explore the many strengths and weaknesses a firm encounters in the intern..
Differentiate between validation data and test set data : The average number technique is sometimes used to explain the results of an unsupervised neural network clustering.
What do you think of the articles : Please answer the following questions: What do you think of the articles? Be specific. Do you think it's possible to gender neutralize a child? Why or why not
Credible tools used in tax research and planning : Select two of what you believe to be the most credible tools used in tax research and planning. Assess each in terms of its strengths and weaknesses. Utilize other sources to support your comments.
Design a thermal insulation system : The boiling point and latent heat of vaporization of liquid oxygen are 90 K and 213 kJ/kg, respectively. The tank is to be installed in a large compartment whose temperature is to be maintained at 240 K. Design a thermal insulation system that wil..
Transactions occurs in the primary market : Which one of the following transactions occurs in the primary market?

Reviews

Write a Review

Database Management System Questions & Answers

  Knowledge and data warehousing

Design a dimensional model for analysing Purchases for Adventure Works Cycles and implement it as cubes using SQL Server Analysis Services. The AdventureWorks OLTP sample database is the data source for you BI analysis.

  Design a database schema

Design a Database schema

  Entity-relationship diagram

Create an entity-relationship diagram and design accompanying table layout using sound relational modeling practices and concepts.

  Implement a database of courses and students for a school

Implement a database of courses and students for a school.

  Prepare the e-r diagram for the movie database

Energy in the home, personal energy use and home energy efficiency and Efficient use of ‘waste' heat and renewable heat sources

  Design relation schemas for the entire database

Design relation schemas for the entire database.

  Prepare the relational schema for database

Prepare the relational schema for database

  Data modeling and normalization

Data Modeling and Normalization

  Use cases perform a requirements analysis for the case study

Use Cases Perform a requirements analysis for the Case Study

  Knowledge and data warehousing

Knowledge and Data Warehousing

  Stack and queue data structure

Identify and explain the differences between a stack and a queue data structure

  Practice on topic of normalization

Practice on topic of Normalization

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