Value of origin for each cluster

Assignment Help Basic Computer Science
Reference no: EM131449799

Load the auto-mpg sample dataset into the Orange application - ensure that the origin ?eld is set as a target attribute type, as it will be used as a class label. Also ensure that the mpg ?eld is set as a feature attribute type, as it will be used as a feature within the clustering. Impute any missing values via an AverageMost Frequent method, and calculate Distances. Perform a Hierarchical Clustering using Linkage set to Average, with Pruning set to a Max Depth of 5. Also, set Selection to Top N with a value of 3. This will result in a shallow tree of depth 5, and a ?nal cut resulting in 3 clusters. Examine the resulting clusters (C1,C2,C3) via Distributions analysis - is there a clear relationship between the cluster assignment and class label (1,2,3)? What are the probabilities calculated for each value of origin for each cluster? Does changing the Max Depth a?ect the results in any way?

Reference no: EM131449799

Questions Cloud

Python using a pandas dataframe : Load the Boston dataset (sklearn.datasets.load boston()) into Python using a Pandas dataframe. Perform a K-Means analysis on unscaled data.
Centroids for the best score : What are the coordinates of the centroids? What are the distances between the centroids for the best score?
What were some of the effects of this : Fela decided to sing in Pigin English rather than English or a regional dialect. What were some of the effects of this? Was this a good idea?
How the fluid level could be digitally controlled : Consult any classical control text1 to obtain a block diagram of an analog fluid control system. Modify the block diagram to show how the fluid level could be digitally controlled.
Value of origin for each cluster : What are the probabilities calculated for each value of origin for each cluster? Does changing the Max Depth a?ect the results in any way?
Write the pseudo code and then code it in python : Write the pseudo code and then code it in Python. Write a function that has number of tosses as an input parameter. As usual, screen copy your code and results.
Justify that the minmax profile is in pure strategies : In a repeated game, show that if for each player there is a subgame-perfect equilibrium where that player's payoff is his minmax value.
Making a design decision : In what situations we do not make a junk dimension when you making a design decision?
What are the differences between nonverbal-verbal listening : how do you see utilizing active listening skills may help you break down and overcome communication barriers that may happen while working on your assignments.

Reviews

Write a Review

Basic Computer Science Questions & Answers

  Identify heap objects that will be long-lived

What compile-time analyses can be done to identify heap objects that will be long-lived? At run-time, how can we efficiently estimate the "age" of a heap object (so that long-lived heap objects can be specially treated)?

  Write a program that maintains a database containing data

Write a program that maintains a database containing data

  Matlab includes functions upper and lower

Matlab includes functions upper and lower which shift a string from upper case to lower case respectively. create a  new function called caps.m which capitalizes the first letter in each word and forces all other letters to be lowercase. the function..

  Design a sample-rate converter that reduces sampling rate

Design a sample-rate converter that reduces the sampling rate

  Find the minimum-size edge cover for g

An edge cover of an undirected graph G = (V,E) is a set of edges such that each vertex in the graph is incident to at least one edge from the set. Give an efficient algorithm, based on matching, to find the minimum-size edge cover for G.

  Describe about power wall and ilp wall

Describe about Power wall and ILP wall

  What capabilities should a wireless security toolkit include

Are any biometric recognition characteristics considered more reliable than others? Which are the most reliable?

  Disadvantages of having touch screen devices in workplace

Assess the value of touch screen devices related to human-computer interaction systems. Identify at least two advantages and two disadvantages of having touch screen devices in the workplace. Support your response by citing a quality resource

  Malicious threat sources to physical security

Identify the malicious threat sources to physical security and their corresponding countermeasures. Describe the main components of a CCTV system. What are some of the concerns with CCTV deployments?

  Design a 32-bit floating-point multiplier in an hdl

Design a 32-bit floating-point multiplier in an HDL. Simulate and test your multiplier to prove to a skeptic that it functions correctly.

  Determining the rows of data

1. Write SQL Statements to insert at least three rows of data into each of these above tables. Assume that any surrogate key value will be supplied by the DBMS as described above.

  Draw an activity diagram depicting these activities

Draw a third activity diagram depicting the same activities occurring concurrently.

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd