Explain the difference between likelihood and probability

Assignment Help Science

Reference no: EM132851750

Question 1: For sparse data, discuss why considering only the presence of non-zero values might give a more accurate view of the objects than considering the actual magnitudes of values. When would such an approach not be desirable?

Question 2: Describe the change in the time complexity of K-means as the number of clusters to be found increases.

Question 3: Discuss the advantages and disadvantages of treating clustering as an optimization problem. Among other factors, consider efficiency, non-determinism, and whether an optimization-based approach captures all types of clusterings that are of interest.

Question 4: What is the time and space complexity of fuzzy c-means? Of SOM? How do these complexities compare to those of K-means?

Question 5: Explain the difference between likelihood and probability.

Question 6: Give an example of a set of clusters in which merging based on the closeness of clusters leads to a more natural set of clusters than merging based on the strength of connection (interconnectedness) of clusters.

Reference no: EM132851750

Questions Cloud

Outline a completely randomized block design : Outline a completely randomized block design that you chose for part A. Make sure to include description of how treatments will be randomly assigned.

What are the implications for democracy in canada : What is fake news? What are the implications for democracy in Canada and for the "marketplace of ideas" if we cannot distinguish fake news?

Determine the maximum possible score : Imagine that the (arithmetic) mean mark on the first Sadistics [sic] midterm was 96% (there was no extra marks were available on the exam

What is the role of a health care manager : What is the role of a health care manager when facing an ethical decision? How would you handle an ethical conflict? Explain in detail.

Explain the difference between likelihood and probability : Explain the difference between likelihood and probability. Why considering only the presence of non-zero values might give a more accurate view

Compute the standard error for sample proportions : Compute the standard error for sample proportions from a population with proportion = 0.40 for sample sizes of = 20, = 300, and = 1000.

Function permits repetition of songs : Mr. M. is a huge fan of those classic rock bands you youngins' just wear the t-shirts of but haven't actually listened to. Suppose that 42% of the songs

What is the expected value of the profit : An investor is considering an investment in a start up company. She estimates that she has a probability of 0.25 of a 35,283 loss, probability 0.20

Describe the physical examination of amniotic fluid : Describe the physical, chemical and microscopic examination of amniotic fluid. Also tabulate the normal values of all the parameters used in the examination.

User Account

All Pages