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timofeeve [1]
3 years ago
11

Imagine you had a learning problem with an instance space of points on the plane and a target function that you knew took the fo

rm of a line on the plane where all points on one side of the line are positive and all those on the other are negative. If you were constrained to only use decision tree or nearest-neighbor learning, which would you use? Why?
Computers and Technology
1 answer:
gavmur [86]3 years ago
5 0

Answer:

The answer is nearest-neighbor learning.

because nearest neighbor learning is classification algorithm.

It is used to identify the sample points that are separated into different classes and to predict that the new sample point belongs to which class.

it classify the new sample point based on the distance.

for example if there are two sample points say square and circle and we assume some center point initially for square and circle and all the other points are added to the either square or circle cluster based on the distance between sample point and center point.

while the goal of decision tree is to predict the value of the target variable by learning some rules that are inferred from the features.

In decision tree training data set is given and we need to predict output of the target variable.

Explanation:

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Mary is troubleshooting her company's LAN network. She finds out that data segments that the client is encoding are resulting in
kicyunya [14]

Answer:

Data link layer of OSI model is creating the erroneous segments

Explanation:

The Open System Interconnection (OSI) model is a conceptual framework about how communication occurs between devices over the Internet. It has seven layers, (Physical, Data, Network, Transport, Session, Presentation and Application layer). The purpose of this hierarchical layer system is to understand the structure of communication between devices and do troubleshooting easily if a fault occurs. As in this question, Marry is troubleshooting her company LAN network. She finds out that data segments that the client is encoding are resulting in errors in the encoding. Now the question arises, how she found the cause of the error. The OSI model helps her in understanding the problem.

As you know, the data link layer of the OSI model is responsible for the encoding and decoding of data segments. This layer ensures the reliability of the physical layer, and responsible to provide error-free transfer of data from one node to another on a network. It is also responsible for frame synchronization and flow control. The data link layer is divided into sub-layers:

1. Media Access Control Layer: this layer controls how a computer on the network gains access to the data and transmission permission.

2. Logical Link Control Layer: This layer controls frame synchronization, error checking and flow control.

Therefore, Marry founds data link layer of the OSI model is creating the erroneous segments in encoding.

6 0
3 years ago
Select all statements that correctly describe the ramifications of important features supported by modern DBMS.
lara [203]

Answer:  

"Option b and Option d" is the correct option for this question.

Explanation:

In the database, datatype belongs to the information storage medium, which can hold a specific type of value. There are several data types, which is used in database like integer, character, series, floating-point and array numbers, and the rules, that give levels of security to information are known as a security constraints. It may be either developed as rules on integrity, mathematical formalism rules or schematic rules, and other choices were wrong which can be described as follows:

  • In option a, The asserts, which is in any exchange in a database, should only modify the information, that is effected in acceptable ways is called consistency, that's why it is wrong.
  • In option c, The validity and accuracy of the data in the database can not be ensured, that's why it is wrong.
3 0
3 years ago
Choose the correct term to complete the sentence.
devlian [24]
Smartphones! because mobile apps go on smartphones
8 0
3 years ago
Read 2 more answers
How many discussion posts must you complete to meet the Expectations of the replies category
Dennis_Churaev [7]

Answer:

I want to take this time to discuss a few expectations and helpful information about how to participate in the weekly online discussions. You can scroll down the page or use the links here to navigate to each section.  All Discussions can be found by clicking on the Discussions link located on the left-hand side of the course.

Explanation:

Participation in the discussion forums is critical for maximizing student learning in this course, both because your participation is graded and because it's a chance to engage in a dialogue about course material.  In this course, students are required to be a part of an online community of learners who collectively interact, through discussion, to enhance and support the professional performance of each other. Part of the assessment criteria for the course includes evaluating the quality and quantity of your participation in the discussion forum.

The TAS will facilitate student discussions, although they likely will not address every single post. In most cases, they might share a related idea, intervene when the discussion goes off-track, or tie student comments together to help deepen student learning.  Remember, if you have a specific question, pose

3 0
3 years ago
To determine why a computer program started to function differently, Mel should most likely use data to
Amiraneli [1.4K]

Answer:

convince the software company of the issue

Explanation:

3 0
3 years ago
Read 2 more answers
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