Question: (b) (Entropy) Assume that there is a dataset with two classes (pink plus is one class and blue circle is one class), and the total

(b) (Entropy) Assume that there is a dataset with two classes

(b) (Entropy) Assume that there is a dataset with two classes (pink plus is one class and blue circle is one class), and the total number of samples is 30. in the following figure. Calculate the entropy for this dataset. (10 points) (Writing the calculation procedures) + +

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!

Budgeting: motivational issues Nate Young is the dean of a business school. LO 4, 7, 8 The university is under strong financial pressures, and the university president has asked all the deans to cut...

(b) (Entropy) Assume that there is a dataset with two classes (pink plus is one class and blue circle is one class), and the total number of samples is 30. in the following figure. Calculate the...

5.1) (10 points) Consider a logistic regression model to classify a document into two classes: postive class (sports), negative class (not sports). The model is trained and the weights are wi-In(), w...

Question 5 - Machine Learning [26 pts.] Parts 5.1, 5.2 and 5.3 are unrelated. 5.1) [10 points] Consider a logistic regression model to classify a document into two classes: postive class (sports),...

Portray in words what transforms you would have to make to your execution to some degree (a) to accomplish this and remark on the benefits and detriments of this thought.You are approached to compose...

Briefly describe ASCII and Unicode and draw attention to any relationship between them. [3 marks] (b) Briefly explain what a Reader is in the context of reading characters from data. [3 marks] A...

A creative engineer suggests structuring the TLB so that not all the bits of the presented address need match to result in a hit. Suggest how this might be achieved, and what might be the costs and...

Suppose that R(A, B, C) is a relational schema with functional dependencies F = {A, B C, C B}. (i) Is this schema in 3NF? Explain. [2 marks] (ii) Is this schema in BCNF? Explain. [2 marks] (b)...

Jupyter Notebook Now that we have tried our hand at some single-layer nets, let's see how they stack up compared to multi-layer nets. :) We will be exploring the basic concepts of learning non-linear...

Prolog You are approached to compose a Prolog program to work with twofold trees. Your code shouldn't depend on any library predicates and you ought to expect that the mediator is running without...

Introduction to Data Mining Project 1: Data Pre-Processing In this project, students are to program data pre-processing techniques on gene expression datasets. The dataset (P1InputData.csv) provided...

Klemm (2010) define tax incentives as all the measures that provide for an unambiguously more favourable tax treatment of particular sectors, type of firms, activities or investments relative to the...

In a market that operates under quantity competition, there are 2 firms (Cournot duopoly). The inverse demand function is P = 150-Q. The cost structure of firm 1 is given by C1(q1) = 1,000+ 12 q1 and...

A ( n ) is the amount a bank requires a boerower to maintain in its checking account as a requirement for getting a loan. 2 . fistoring balance b . indenture c . guarneteed credit agreement d ....

Seved Help 14 Wisconsin Snowmobile Corp. is considering a switch to level production Cost efficiencies would occur under level production, and aftertax costs would decline by $31,500, but inventory...

Have ground rules been established for the team?

Is how things are said consistent with what is said?

Do you currently have a team agreement?