Question: The file P17_15.xlsx contains data on 178 wines. They are categorized into three types, labeled A, B, and C. The rest of the variables are

The file P17_15.xlsx contains data on 178 wines. They are categorized into three types, labeled A, B, and C. The rest of the variables are numeric properties of the wines. Use Neural-Tools to classify these wines. Use the PNN algorithm, and check the Variable Impact Analysis option in the Train dialog box. This ranks the variables on their impact, which provides some information on which variables might not be needed for the neural net. Then run the algorithm a second time, using only the top five variables in terms of their impact percentages. (In the Data Set Manager, mark the others Unused.) Comment on the results. Is the prediction accuracy much different without the deleted variables?

Step by Step Solution

★★★★★

3.44 Rating (157 Votes )

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock

TrainTest Report for Net Trained on Data Set 1 2 Type Alcohol MalicAcid Ash AshAlcalinity Magnesium TotalPhenols Flavanoids NonflavanoidPhenols Proanthocyanins ColorIntensity Hue OD280OD315 Proline Ta... View full answer

Question Has Been Solved by an Expert!

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

Step: 2 Unlock

Step: 3 Unlock

Document Format (3 attachments)

1209_60bca5b3a722e_564914.pdf

180 KBs PDF File

1209-M-S-D-A(8943).xlsx

300 KBs Excel File

1209_60bca5b3a722e_564914.docx

120 KBs Word File

Students Have Also Explored These Related Statistics Questions!

The file P09_51.xlsx contains data on 1000 randomly selected Walmart customers. The data set includes demographic variables for each customer as well as their salaries and the amounts they have spent...

The file S02_08.xlsx contains data on 500 shipments of one of the computer components that a company manufactures. Specifically, the proportion of items that are defective is listed for each...

Recall that the file Supermarket Transactions.xlsx contains data on over 14,000 transactions. There are two numerical variables, Units Sold and Revenue. The first of these is discrete and the second...

The file P14_12.xlsx contains data on 178 wines. They are categorized into three types, labeled A, B, and C. The rest of the variables are numeric properties of the wines. Using a Microsoft Data...

The file P1712xlsx contains data on 178 wines They are categorized into three types, labeled A, B, and C The rest of the variables are numeric properties of the wines Using a Microsoft Data Mining...

Java 1. The data file. The first part of your assignment is to select a subject for a data file, which will be a simple version of what is called a "database." A data file typically contains...

Using the Scikit-Learn Dataset To load the sample scikit data set, import the datasets module and load the desired dataset. Code Run: from sklearn import datasets import pandas as pd diabetes =...

NEED IT ASAP PLSSSSSSS 1 Introduction and purpose In this project you will write some functions to manipulate the instructions of a fictional simple processor named the MAD Raisin. The MAD Raisin CPU...

Multiple CHoice QUestions Question 80 Some filesystems require ______________ tools to restore the performance on mechanical drives, which have sections of the filesystem become non-contiguous. Save...

I need to see the SPSS output. You need to have all z-scores, all charts, all descriptives data from SPSS, everything you used to answer the questions. I am sending you what the previous tutor sent...

A car is travelling at a uniform speed at 80 kph. The driver saw a roadblock x meters ahead and stepped on the break causing the car to decelerate uniformly at 10 m/s?. The distance from the...

Incandescent, fluorescent, and LED bulbs, when all with the same output of energy as visible light, draw 100W, 25W, and 15W respectively from an electrical circuit. How much energy will they consume...

An infographic is far more effective at conveying statistics than any bar graph or pie chart, claims Dallas marketing firm Frozen Fire.19 Do you agree or disagree? How could infographics be useful in...

1.5. If {,(Xl) > 0, then ,l,i':'oo PI> {Q [Sn :5 III = o.

Tableau Public can also import table data from pdf files. The P04_26.pdf file (from the Bureau of Labor Statistics) contains two tables. We are interested only in the first table, which contains...

The srn_pcp.txt file is a text file that contains monthly precipitation from 1895 through January 2005. The srn_data.txt is a data dictionary that explains the precipitation file. (The data...

The P04_23.xlsx file contains annual CO2 emissions data for world countries. (This is basically the same data set used in the training videos on the Tableau Public website.) Use Tableau Public to...

Martelli Drywall Manufacturing is analyzing a new type of drywall sealant for interior walls. Management has compiled the following information to determine whether or not this new sealant should be...

You have $6,800 to deposit. Regency Bank offers 6 percent per year compounded monthly (.50 percent per month), while King Bank offers 6 percent but will only compound annually. Required: How much...

Dansko Integrated Balance Sheet As of January 24, 2023 (amounts in thousands) Cash 9,900 Accounts Payable 2,700 Accounts Receivable 4,500 Debt 3,500 Inventory 3,800 Other Liabilities 1,000 Property...