Write the python script to implement a binary and multiclass classifier to estimate whether a network package belongs to an intrusion attack or not. The dataset contains observation of 22 attacks and one dataset of normal network activity. Each record within the dataset contains 41 features.

Write the python script to implement a binary and multiclass classifier to estimate whether a network package belongs to an intrusion attack or not. The dataset contains observation of 22 attacks and one dataset of normal network activity. Each record within the dataset contains 41 features.

Create and recode a grouping variable changing MAPROG into “I/O and NON I/O” as the two groups to compare.

Analyze the Class Data Set using SPSS to answer the questions below. Hand in a brief written report with relevant sections of your SPSS output pasted in. The SPSS sections for each chapter posted on NYU Classes and given out in class will be helpful, as well as the documents on Recoding variables. Codes INDEPENDENT, […]

What is observational data? What is experimental data? Is the data analyzed in Table 1.1 observational or experimental? Is the data analyzed in Table 1.3 observational or experimental?

Data Analysis Table What Is Observational And Experimental Data? Read Mastering Metrics pages 16 through 20. Answer the following questions. Please don’t try to answer these questions until you’ve carefully read the pages associated with this week’s assignment. You can either prepare your answers using a word processing program, and upload your answers here in […]

Decompose the table into smaller tables that satisfy the normal forms. Make sure that your new tables have all of the same data as the original tables,Download the attached Excel spreadsheet.

Decompose the table into smaller tables that satisfy the normal forms. Make sure that your new tables have all of the same data as the original tables,Download the attached Excel spreadsheet. It has two different normalization problems, one in each tab. You can switch between problems by clicking the names “Problem 1” and “Problem 2” […]

How would business leaders utilize data gathered about their customers to customize and target advertising? How would prediction models help in decision-making regarding promotions to offer or other methods to help retain customers and reduce churn?

Select a large retail business, and in a 4-5 page, APA 7th edition-formatted paper, address how an analytical customer relationship management (CRM) tool may help with customer churn prediction models as described in the reading and in the linked videos. How would business leaders utilize data gathered about their customers to customize and target advertising? […]

Discuss the concepts that were most challenging for you in the readings and review material. How did the practice exercises help clarify these? What did you learn that will help you analyze LGI’s financial statements?

Review and Practice Maryland Creative Solutions (MCS) has provided you with background material on how its teams approach financial analysis. Using the Project 1 Review and Practice Guide , review the structure and purpose of the income statement and balance sheet. Make sure you also are familiar with the DuPont equation as well as these […]

What will be the optimal product mix if the monthly supply for carrots reduces to 10,000?

HW Purpose: To become familiar with the process of modelling a linear optimization problem, and solve the model using Excel Solver. Note 1:  type your answers in this file and submit one MS Word file in Canvas. Please copy/paste your results from Excel for each part of the question, and provide clear explanations of your […]

Evaluate the data needs for the organization and write a summary of the data needs for the organization. Include the management of the needed use and access, and the storage requirements to maintain sufficient data to support the patients’ care.

Live Well Hospital is a 500-bed, critical access hospital that schedules between 22,000 to 26,000 visits a year. Live Well provides surgical, medical, and acute care, 24-hour emergency room services, outpatient services, health education, behavioral services, and home and hospice care. It employs 2200 people, including 275 physicians. You are the HIM Director of Live […]

What normal form is the relation in? Normalize it up to 3NF.What normal form is the relation in? What are the dependencies? Normalize it up to 3NF.

IT/BIFX 530 Applied Database Systems 1 of 1 Homework #4: Normalization 1. Consider the following relation that involves student data: Assume that only one professor teaches a class section, and professors teach in only one department. Suppose the following dependencies exist: What normal form is the relation in? Normalize it up to 3NF. 2. Given […]

Provide support for the statements with in-text citations from a minimum of two scholarly, peer-reviewed articles.

Using the Framingham Heart Study dataset provided, find the Z-Score using the BMI data by calculating the Standard Deviation on the Sample and the Average BMI of the sample. Discuss briefly what this Z-Score reveals about the BMI data. requirements : Should be 2 pages of content in addition to the title and reference pages […]

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