# CG Q6a # Customer 27 in our dataset did not end up subscribing to the term deposit. ########## Let's use our fitted model to see what it would have predicted for this customer. ########## First, create an object called "nd" that that you will pass to the predict() ########## function in the newdata argument.
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- # CG Q6a # Customer 27 in our dataset did not end up subscribing to the term deposit. ########## Let's use our fitted model to see what it would have predicted for this customer. ########## First, create an object called "nd" that that you will pass to the predict() ########## function in the newdata argument. please fastJoziCleaners is local cleaning service that is looking to upgrade their current operations by making use of a database to keep track of the teams, houses, clients and billings of each client per/week. Each house is cleaned by one or more teams. A team goes out to a particular house on a certain day of the week. Each cleaning team has a team leader. Every cleaner eams R150 per day, except the team leader who earns a unique amount. The report that the JoziCleaners' manager produced in Microsoft Excel is illustrated as a spreadsheet in Figure 1 below. Day Client Client Name Team Members Team Leader Leader Total Code ID Wage Monday Aeliana Gebahard T3 6. Jaymes Merrickson R 350 R 850 C10 Alfher Dareia T1 Geoffrey Glover R 250 R 750 C8 Felina Diodotus T2 Elmer Victorson R 300 R 700 Brutus Sigihild Sigibert Quirinus Brutus Sigihild C9 T4 Norris Mamadou R 400 R1 000 Tuesday CS T3 Jaymes Merrickson R 350 R 850 C9 T2 5 Elmer Victorson R 300 R 700 Alfher Dareia Duncan Gardyner Geoffrey Glover…Suppose in a movie database, a movie is identified by id, name, year and ratings where a movie might have a sequel. [Example: Mission: Impossible 2 is a 2000 American action spy film. This movie is sequel to 1996 film Mission: Impossible]. Movies are casted by actors where an actor has specific role [Example: MI 2 is starred (i.e., main character) by Tom Cruise] and an actor is identified by id, firstname, lastname and gender. A movie might have multiple genres [Example: MI 2 is characterized by three genres: Action | Adventure | Thriller]. A director who directs a movie is identified by id, firstname and lastname. We assume a movie can have at-most one director. [Example: John Woo is the director of MI 2 and he also directed well-known movies like 'A better tomorrow', 'Red Cliff', ‘Hard Boildeď’, ‘Face/Off'] Draw ER diagram with proper notation.
- To access a database, we need to open a connection to it first and close it once our job is done. Connecting to a database depends on the type of the target database and the database management system (DBMS). For example, connecting to a SQL Server database is different from connecting to an Oracle database. But both these connections have a few things in common: •They have a connection string •They can be opened•They can be closed•They may have a timeout attribute (so if the connection could not be opened within the timeout, an exception will be thrown).Your job is to represent these commonalities in a base class called DbConnection. This class should have two properties: ConnectionString : stringTimeout : TimeSpanA DbConnection will not be in a valid state if it doesn’t have a connection string. So you need to pass a connection string in the constructor of this class. Also, take into account the scenarios where null or an empty string is sent as the connection string. Make sure to…Case Study:This case study considers the Credit approval dataset. This file concerns credit card applications. Allattribute names and values have been changed to meaningless symbols to protect confidentiality ofthe data.This dataset is interesting because there is a good mix of attributes -- continuous, nominal with smallnumbers of values, and nominal with larger numbers of values. There are also a few missing values.Attribute Information:A1: b, a.A2: continuous.A3: continuous.A4: u, y, l, t.A5: g, p, gg.A6: c, d, cc, i, j, k, m, r, q, w, x, e, aa, ff.A7: v, h, bb, j, n, z, dd, ff, o.A8: continuous.A9: t, f.A10: t, f.A11: continuous.A12: t, f.A13: g, p, s.A14: continuous.A15: continuous.A16: +,- (class attribute)Question: Apply the KNN algorithm to predict the acceptance of rejection of a credit cardapplicationCase Study:This case study considers the Credit approval dataset. This file concerns credit card applications. Allattribute names and values have been changed to meaningless symbols to protect confidentiality ofthe data.This dataset is interesting because there is a good mix of attributes -- continuous, nominal with smallnumbers of values, and nominal with larger numbers of values. There are also a few missing values.Attribute Information:A1: b, a.A2: continuous.A3: continuous.A4: u, y, l, t.A5: g, p, gg.A6: c, d, cc, i, j, k, m, r, q, w, x, e, aa, ff.A7: v, h, bb, j, n, z, dd, ff, o.A8: continuous.A9: t, f.A10: t, f.A11: continuous.A12: t, f.A13: g, p, s.A14: continuous.A15: continuous.A16: +,- (class attribute)Question: Apply the KNN algorithm to predict the acceptance of rejection of a credit cardapplication. Follow the same strategy used in chapter 7. please solve it using RStudio
- Could you perhaps elaborate on the Dataset object?Description of Each request has its own object. b. Directions versus c. Model-View-Controller8. Matrix algebra is a theoretical way of manipulating a database. 9. The union of tables A and B is a table containing all rows that are in either table A or table B or in both table A and table B. 10. The intersection of two tables A and B is the set of all rows that are in table A but that are not in table B.
- How to decide if your variable should be declared as an enum type or any other data types? Support your answer with examples. plz avoid copied answers, my assignment will be submitted through turnitin and plagiarism will be detected.When you mention "metadata," what exactly do you mean? Metrics used to describe the contents of a dataset Does a result set's information come in use at any point?Can you explain the Dataset object in detail?