Question: A data scientist is given with a dataset which has imbalanced data. He uses a method to balance the data which picks a point from

A data scientist is given with a dataset which has imbalanced data. He uses a method to balance the data which picks a point from the minority class and computes the k

-

nearest neighbours of that point. Identify the technique he used.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

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

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

A data scientist is given with a dataset which has imbalanced data. He uses a methodto balance the data which picks a point from the minority class and computes the k - nearest neighbours of that...

1 . Introduction The primary objective of this report is to analyze a given dataset and construct predictive models to classify the data accurately. The dataset comprises various features, each...

Answer three questions below on the article. 1- Racial slur was mentioned in the article. Provide a definition for this term. And analyze how the association racial slur was related to the online...

1 . Introduction Crop growth model is an excellent example of object oriented paradigm. Such a model is composed of a number of parts like plant, soil, weather, etc. Being able to handle all of these...

Answer three questions below on the article. 1- Racial slur was mentioned in the article. Provide a definition for this term. And analyze how the association racial slur was related to the online...

HOMEWORK C++ An organization can be applied paying little mind to recovery. Since it is associated with dynamic attacks, focal issue will be area rather than aversion. If a encroachment is perceived...

Please do the following project in C++ Modular Crop Growth Model and Simulation Suggested Language C++ Maximum Team Size 4 Skill Set C++, GUI time step within this loop. The weather object is also...

Modular Crop Growth Model and Simulation Suggested Language C++ Maximum Team Size Skill Set C++, GUI 4 time step within this loop. The weather object is also called from within the time step loop,...

Data set Theory Assume an informational record with one association parent including matches (a, b) where a can't try not to be a parent of b. (a) Write a Datalog demand which gives the graph of...

Generic Lab Start with the DataSet class and make it into a generic DataSetGen class. This class should load any instance of a class that implements Measurable, and no classes that do not implement...

After many years working as a successful businessperson, Alex becomes president of Barcelona FC in 2050, for four years. As one of his projects he buys a sprinkler system to be used in the La Masia...

Tom Bronson wants to buy a hot, new Tech stock called InnoVest Solutionz. After you advise him of the risks, he decides to buy as much as he can without increasing his portfolio's beta () 1.10. If...

What word-processor procedures might be used in manual analysis of qualitative data?

last two options for the multiple choice are : performance management development A construction equipment manufacturer, Roswell Corporation, is focusing on becoming a leader in sustainability in...

3. What interview questions can help to reveal the accuracy of a candidates CV?

1. Why do people tell lies on their CVs?

2. What is the difference between an embellishment and a lie?