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![Computer Science
Write a Python program to implement the KNN
algorithm with the given dataset
(Social Network_Ads). Also draw the proper
graphs to graphically show the output of Naïve
Bayes Algorithm.
: try to get accuracy from 1-10 neighbors and
plot them.
NOTE: Do not use built-in classifiers for this task.
Implement KNN Algorithm properly and train it
properly to test your input](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F125a1bb8-71ee-4034-baaa-8b39e53c247d%2F4e80a48e-f23e-4030-8931-ad196510ab90%2F3bq1iq_processed.jpeg&w=3840&q=75)
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- Correct answer will be upvoted else Multiple Downvoted. Computer science. You need to change this grouping so all components in it are equivalent (I. e. it contains a few events of a similar component). To accomplish this, you pick some integer x that happens to some extent once in a, and afterward play out the accompanying activity quite a few times (perhaps zero): pick some portion [l,r] of the arrangement and eliminate it. Yet, there is one special case: you are not permitted to pick a fragment that contains x. All the more officially, you pick some adjoining aftereffect [al,al+1,… ,ar] to such an extent that ai≠x if l≤i≤r, and eliminate it. After expulsion, the numbering of components to one side of the eliminated portion changes: the component that was the (r+1)- th is presently l-th, the component that was (r+2)- th is currently (l+1)- th, etc (I. e. the leftover arrangement simply falls). Note that you can not change x after you picked it. For instance, assume n=6,…Create a Python Code Since an electronic circuit is the interconnection of several components, it might not be surprising that they can be represented as graphs which allow our computers to simulate the behavior of the circuit. A sample resistor network has its corresponding netlist representation used in "ngspice" (see the image). Description: This problem focuses on properly parsing the input. To test this, your code should be able to properly store each input resistor and store them in a data structure and representation of your choice. To verify this, your code should be able to identify which resistors are in series and which resistors are in parallel. In the context of a graph, two resistors can be considered in series if there are no branches in the path formed between the resistors. On the other hand, two resistors can be considered in parallel if they are connected to the same two nodes. Input Format: The first line of the input consists of 2 integers N and Q which is the…Implement Velocity Verlet • Bouncing test: Simulate two particles starting from some distance approaching each other with some speed. Plot x(t), v(t), V(t), K(t) and H(t). Are they bouncing? Is H conserved? • Find the longest ∆t that conserves H to high precision in the bouncing test . I want simulation in python
- Write a map-reduce algorithm to come up with a reliable machine learning model that can predict the likelihood of a bank credit card user “churning” – that is, no longer being a paying customer – from a bank. Show steps of your algorithm on sample input. Write a map-reduce program in java to implement the above algorithm. Show the screenshots of the steps of compilation and output.mber. A composite number is any integer n that can be written as a product n = p ·q,where p and q are integers with 1 < p, q < n. Specifically for the purpose of this question, 0 and 1 are notconsidered composite numbers.Your machine can be non-deterministic, and it can use multiple tapes (as many as you need). I suggestbreaking up the construction into smaller sub-tasks. In particular, the machine you built in Question 3might be useful.For this question, it is enough to give a detailed description of the algorithm of your machine. You donot need to draw a full transition diagram. Although you can draw diagrams for smaller parts if it helpsyou illustrate your construction.A graph is a collection of vertices and edges G(V, E). A weighted graph has weights (numbers, etc.) on every edge. A multigraph can have more than one edges between any vertices. Explain why a person should use a weighted graph instead of a multigraph. Give examples. An adjacency matrix might be a better choice for speeding up a program, however, it consumes huge memory for large graphs. How this situation can be improved? What programming constructs better suit graph representation? Explain with example
- Write a python program of perceptron implementation for plotting class0, class1 with 96 points, where the low and high uniform of class0 for N,R are (-1.54,6.01), (-2.16, 5.31) respectively, and for class 1 for N,R are(-1.34, 6.21), (-0.01, 6.87) respectively. Also you must to name the class in your name, the weights are 3, the bias is -0.89 and self learning is 0.24. Use GOLD and OLIVE colours. Show at least 4 outputs.You are to create a plot of years vs home sales in the town of "Ourtown". Assume the existence of two arrays, years and sales. For every entry in years, the corresponding entry in sales indicates how many houses were sold that year. Construct a Matlab plot to display a graph of sales vs years. Label the x-axis 'Year', the y-axis 'Sales', and title the complete plot 'Annual Sales'.Assuming an implementation of a class of undirected graphs, implement a method that detects whether an undirected graph is acyclic. You can look for cycles during either a breadth-first traversal or a depth-first traversal by discovering an edge to a vertex that is not the predecessor and has already been visited. To simplify the problem initially, you can assume that the graph is connected. Then remove this assumption.' Java program
- Upsampling an Image using Interpolation TechniquesThere are a number of techniques that can be used to upsample an image.In this assignment, you are expected to implement Interpolation methods (such as Lagrangian Interpolation, Divided Difference, etc.) for three different images and compare the results. Example Code Python: orgImage = cv2.imread("dene.png")w, h, d = orgImage.shapexResized = int(w * scale);yResized = int(h * scale);....cv2.imwrite("resizedImage.png", resizedImage) Example Code Matlab:I = imread('pen.png');figure;imshow(I); [w, h, d ]= size(I)R = I(:,:,1);G = I(:,:,2);B = I(:,:,3); %for cubic spline write findcoefficients method[ax,bx,cx,dx ] = findCoefficients(R);[ay,by,cy,dy ] = findCoefficients(G);[az,bz,cz,dz ] = findCoefficients(B); ....R_new = ax(i)*i_d.^3 + bx(i)*i_d.^2 + cx(i)*i_d + dx(i);G_new = ay(i)*i_d.^3 + by(i)*i_d.^2 + cy(i)*i_d + dy(i);B_new = az(i)*i_d.^3 + bz(i)*i_d.^2 + cz(i)*i_d + dz(i);Instrument FrequencyCounter to use Stopwatch and StdDraw to make a plot where the x-axis is the number of calls on get() or put() and the y-axis is the total running time, with a point plotted of the cumulative time after each call. Run your program for Tale of Two Cities using SequentialSearchST and again using BinarySearchST and discuss the results. Note : Sharp jumps in the curve may be explained by caching, which is beyond the scope of this question.Java problem implement this specification. In addition, while Scanner input and System.out output will take place only in the main method, all solitaire game simulation and computation of the first player win probability estimate should take place in a method getAdvantage that takes an integer parameter for the number of games to simulate, and returns a double-precision floating-point first player win probability. The main method will read the desired number of simulations, call method getAdvantage with that number, and report the returned number in the specified format. Specification: First-Player Advantage Pig is a folk jeopardy dice game with simple rules: Two players race to reach 100 points. Each turn, a player repeatedly rolls a die until either a 1 ("pig") is rolled or the player holds and scores the sum of the rolls (i.e. the turn total). At any time during a player's turn, the player is faced with two decisions: roll - If the player rolls a 1: the player scores nothing…
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