Normalize the data (use mean and mean absolute deviation). Use a 3 nearest-neighbor algorithm to assign the class label to Bryan [Bryan, 29, $50,000]
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Normalize the data (use mean and mean absolute deviation). Use a 3 nearest-neighbor
[Bryan, 29, $50,000]
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- SALES REP RATE POSTAL CELL PHONE COMMISSION CITY STATE ADDRESS REP ID FIRST NAME LAST NAME 0,04 WY 82414 307-824-1245 $12,743.16 Susan Garcia 42 Mountain Ln Cody 05 82440 307-406-4321 $20,872.11 0.06 Miller 87 PIkes Dr Ralston WY 10 Richard $14,912.92 0.04 Powell WY 82440 307-982-8401 15 Donna Smith 312 Oak Rd Elk Butte WY 82433 307-883-9481 S0.00 0.04 20 Daniel Jackson 19 Lookout Dr CUSTOMER CITY STATE POSTAL EMAIL BALANCE CREDIT REP ADDRESS CUST FIRST_ ID LAST NAME LIMIT ID NAME 125 Joey 17 Fourth St Cody WY 82414 Jkmlth17@exmple S80.68 $500.00 05 Smith Com 182 Billy Rufton 21 Simple Cir Garland WY 82435 billyrufi@example $13.13 $750.00 10 :Com. 227 Bandra Pincher 53 Verde Ln Powell WY 82440 spinch2@example $156.38 $500.00 15 com 294 Samantha Smith 14 Rock Ln Ralston WY 82440 ssmith5@exnmple $58.60 $500.00 10 Com Rasenl 1 Raseal Рarm Rd Cody 314 Tom WY 82414 traseal3@example $17.25 $250.00 15 .com 375 Melanle Jnokson 42 Blaokwater Way 16 Rockwny Rd Elk Butte WY mjackson5@ example.com…Suppose that you are given a database that records information about human resources of a large multi-national company. You can find the enhanced en- tity relationship diagram of this database below. Answer the following question by writing am SQL query on this database. You are given an example output for the question. Records with '9999-01-01’ as their to date attribute are the current ones. salaries employees titles emp_no INT(11) emp_no INT(11) emp_no INT(11) salary INT(11) O birth_date DATE %23 title VARCHAR(50) from_date DATE first_name VARCHAR(14) from_date DATE to_date DATE last_name VARCHAR(16) O to_date DATE Indexes gender ENUM(M', F) Indexes PRIMARY hire_date DATE PRIMARY PRIMARY dept emp emp_no INT(11) dept_manager Kdept_no CHAR(4) O from_date DATE emp_no INT(11) departments dept_no CHAR(4) dept_no CHAR(4) to date DATE O from_date DATE O dept_name VARCHAR(40) KIndexes O to_date DATE Indexas PRIMARY Indexes PRIMARY dept_no PRIMARY dept_name dept no Find the first names and…Branch branchNo street city postcode sWI 4EH 16 Argyll St Aberdeen AB2 3SU GI1 9QX BO05 22 Deer Rd London BO07 BO03 163 Main StGlasgow BO04 32 Manse Rd Bristol BS99 INZ BO02 56 Clover Dr London NW10 6EU Foreign key Staff staffNo fName IName| position salary branchNo sex DOB SL21 John White Manager Assistant M 1-Oct-45 30000 BO05 SG37 Ann Beech 10-Nov-60 12000 вооз SG14 David Ford Supervisor M 24-Mar-58 18000 BO03 SA9 Mary Howe Assistant 19-Feb-70 9000 BO07 SG5 Susan Brand Manager 3-Jun-40 24000 BO03 SLA1 Julie Lee Assistant 13-Jun-65 9000 BO05 Tuple Degree Candidate Key Cardinality Domain Attributes Drag and drop the proper terms Relation Relation
- Use the given data to classify the record below using the k-NN algorithm for k = 1 to 5. Loan Purpose Checking Repairs Savings Months Customer Employed Months 0 900 25 4 Click the icon to view the table of classified records. D Complete the table below for the nearest neighbors and for the classification of the new record for each value of k. k Distance Classification 1 2 3 4 5 (Round to four decimal places as needed.)%۵۳ ه د اس اس 50:8 السبت، 10 أيلول Asiacell I AsiacellMember ID 1582 2587 3549 9536 2567 2154 3265 8765 3259 6540 First Name Mara Philip Kathleen Sau Shanice Chase Tommie Dorcas Angel Weston BookingID 1 2 3 4 5 6 7 8 Table 1: Member Last Name Gender Age Female 25 Male 36 Female 25 United States Female 25 United States Hashimoto Gent Hanner Pfau Mccrystal Karner Jia Darity Sanor Martina Room Room 15 Room 25 Room 1 Room 15 Room 5 Room 21 Room 3 Room 8 Date 29-Dec-2020 9-Dec-2021 3-Mar-2019 4-Sep-2021 13-Feb-2021 6-May-2021 10-Nov-2020 4-Apr-2022 Table 2: Booking Days 2 4 6 5 10 6 5 Female 36 Male 37 Male 26 Female 37 Male 24 Male 23 4 Table 3: Make MemberID 3549 9536 6540 2154 2567 2154 3265 1582 $150.00 $80.00 $120.00 $300.00 Country Uganda France 3 4 China Australia United States United States Cost per day $200.00 $80.00 $80.00 $150.00 5 6 7 8 France China BookingID 1 2 Joined Date 16-Aug-2020 21-May-2015 12-Dec-2017 16-Aug-2019 16-Aug-2020 1-Jan-2021 29-Dec-2018 21-May-2019 4-Mar-2019 1-Feb-2022 Status Paid Paid Pending Paid Pending Paid…
- Table name: ADVISORS ADVISORID ADVISORNAME A102 Sami A103 Alice A104 Suad A105 Tamil A101 Arun Table name: DEPARTMENTS DEPTID DEPTNAME D102 ELC D101 IT D103 BSD D104 ENG Table name: STUDENTS STUDENTID STUDENTNAME DOB GENDER ALLOWANCE DEPTID ADVISORID STUDENTLEVEL AGE Hisham 6/1/1999 Male 90 D102 S103 A102 Level 1 22 12/30/1994 Female 45 D103 S102 Sara A104 Diploma 27 S101 Salim 6/1/1999 Male 45 | D103 A104 Diploma 22 5107 Khalil 5/6/1995 Male 45 D101 A101 Blech 26 45 | D104 Advanced Diploma S109 Said 10/15/1992 Male A101 29 5/1/1995 Male 45 D101 90 D104 5100 Ahmad BTech Advanced Diploma A103 26 4/5/1998 Male 2/23/1992 Female 9/12/1999 Female S104 Faisal A101 23 0 D102 45 D102 S105 Fatima 90 A102 Level 2 29 S106 Arwa A102 Level 3 22 S108 Ibtisam 8/13/1991 Female 90 D103 A104 Diploma 30 Write the SQL statement for the following: 1. Using the ON clause, display the advisor name and student name for all students in the BTech level 2. Display the student name, gender and department name of…questionnnTable name: ADVISORS ADVISORID ADVISORNAME A102 Sami A103 Alice A104 Suad A105 Tamil A101 Arun Table name: DEPARTMENTS DEPTID DEPTNAME ELC D102 D101 IT D103 BSD D104 ENG Table name: STUDENTS STUDENTID STUDENTNAME DOB GENDER ALLOWANCE DEPTID ADVISORID STUDENTLEVEL AGE 6/1/1999 Male 12/30/1994 Female 6/1/1999 Male 5/6/1995 Male 10/15/1992 Male S103 Hisham 90 D102 A102 Level 1 22 S102 Sara 45 D103 A104 Diploma 27 S101 Salim 45 D103 A104 Diploma 22 S107 Khalil 45 D101 A101 BTech 26 S109 Said 45 D104 A101 Advanced Diploma 29 s100 Ahmad 5/1/1995 Male 45 D101 A103 BTech 26 S104 Faisal 4/5/1998 Male 90 D104 A101 Advanced Diploma 23 S105 Fatima 2/23/1992 Female 90 D102 A102 Level 2 29 9/12/1999 Female 8/13/1991 Female S106 Arwa 45 D102 A102 Level 3 22 S108 Ibtisam 90 D103 A104 Diploma 30 Write the SQL statement for the following: 1. Using the ON clause, display the advisor name and student name for all students in the BTech level
- L Consultant ConsitNum LastName FirstName Street 19 Christopher Patrick Sarah Tom 35 $1 Client ClientNum ClientName 175 299 322 363 405 449 Turner Jordan Allen Shields 458 Hershey, Jarrod Goduto, Sean Two Crafty Cousins Prichard's Pizza & Salazar, Jason Fisherman's Spot Shop Seymour, Lindsey Bonnie's Beautiful Boutique Yates, Nick Howler, Laura Harpersburg Bank MarketPoint Sales Street 135 Mill Street 12 Saratoga Parkway 9787 NCR 350 West 501 Air Parkway 733 458 554 Brown Dr. 2287 Port Rd. 82 Elliott St. 373 Lincoln Ln. 322 867 322 363 867 826 677 733 826 867 WorkOrders OrderNum OrderDate ClientNum 67101 9/6/2018 67313 9/7/2018 9/10/2018 67424 67838 67949 68252 68868 68979 9/10/2018 9/10/2018 9/12/2018 9/14/2018 9/17/2018 4091 Brentwood Ln 9565 Ridge Rd. 231 Day Rd. 1368 E. 1000 S. 65 Forrest Blvd. 826 Host St. City Tri City Easton Lizton Sunland City Easton Tri City Sunland 68252 68868 68979 68979 Lizton 56473 Cherry Tree Dr Easton FL. 49 Elwood Ave. Harpersburg FL. Amo Tri City State…Table: director dir id | 1 201 Fred | Caravanhitch 202 | Jackie I Claytonburry 203 Greene I Lyon. 204 Miguel | Camino 205 George 1 Forman 206 Antartic 1 Scott Stanlee | Carbrick 207 208 Bryon 209 | Roman Sanger | Polanski 210 Paul 211 | Woody | Allen 212 | Hayao | Miyazaki 213 | Frank | Darabont 214 | Sam | Mendes 215 | James | Cameron 216 Gus | Van Sant 217 John Boorman 218 Danny | Boyle 219 Christopher | Nolan. 220 Richard I Kelly 221 | Kevin | Spacey | Tarkovsky 222 | Andrei 223 Peter | Jackson Question 10. Update the director table to set the values in DETAIL_RETURNDATE to include a date of birth (dob) component, and also correct some of the name mistakes. For those not listed, assume the original name is correct, and also give a null value for dob. Make each entry match the values shown in the following Table. Table: director (Updates) dir fname I 201 Alfred dir lname 1 dob | Hitchcock I 1964-08-12 | Clayton. 1 1955-11-22 I 1969-05-15 202 Jack 203 David | Lean 204 Michael | Cimino…TABLE 4-6 Parking Tickets at Millennium College Parking Ticket Table St ID L Name F Name Phone No St Lic Lic No Ticket # Date Code Fine 38249 Brown Thomas 111-7804 FL BRY 123 15634 10/17/12 2 $25 16017 11/13/12 1 $15 82453 Green Sally 391-1689 AL TRE 141 14987 10/05/12 $100 16293 11/18/12 1 $15 17892 12/13/12 2 $25 1. Convert to INF Relation 2. Draw dependency diagram showing all functional dependencies 3. Identify anomalies 4. Convert to 3NF Relations 5. Develop EER Diagram with appropriate cardinalities