Here are the questions:SECTION-11) The rule-based classification can be used to refer to any classification scheme that make use of IF-THEN rules for class prediction. Discuss the rule-based classification schemes and what is Rule Pruning in data mining?2) Bayesian classification is based on Bayes' Theorem. Bayesian classifiers are the statistical classifiers. Discuss what is Bayesian classification in data mining? How do Bayesian networks work? What do Bayesian networks predict?Note:Filling the number of required 200 words or more for the discussion.Providing a comprehensive discussion of the topicJustifying ideas and responses by using appropriate examples and references from texts, Web sites, other references, or personal experience and cited the sources in the correct------------------------------------------------------------------------------------------------------------------------------------------------------SECTION-2ATTACHED FILE. PLEASE REFER and TEXT BOOK: Introduction to Data Mining 2nd Edition by Pang-Ning Tan, Michael Steinbach, et al. Jan 4, 2018: ISBN 978-0133128901VIDEO LINKS:https://youtu.be/8TuRJg76sW8https://youtu.be/if6mSM1RILMhttps://youtu.be/SAUIDEhGC8whttps://youtu.be/DM8MDGn0bk0https://youtu.be/BBmUS6WwVM81. The following attributes are measured for members of a herd of Asian elephants: weight, height, tusk length, trunk length, and ear area. Based on these measurements, what sort of similarity measure from Section 2.4 (measure of similarity and dissimilarity) would you use to compare or group these elephants? Justify your answer and explain any special circumstances. (Chapter 2)2. Consider the training examples shown in Table 3.5 (185 page) for a binary classification problem. (Chapter 3)(a) Compute the Gini index for the overall collection of training examples.(b) Compute the Gini index for the Customer ID attribute.(c) Compute the Gini index for the Gender attribute.(d) Compute the Gini index for the Car Type attribute using multiway split.3. Consider the data set shown in Table 4.9 (348 page). (Chapter 4)(a) Estimate the conditional probabilities for P(A|+), P(B|+), P(C|+), P(A|-), P(B|-), and P(C|-).(b) Use the estimate of conditional probabilities given in the previous question to predict the class label for a test sample (A = 0, B = 1, C = 0) using the naıve Bayes approach.(c) Estimate the conditional probabilities using the m-estimate approach, with p = 1/2 and m = 4.Note:Grading Rubric :Delivery: Delivered the assignments on time, and in correct formatCompletion: Providing a thoroughly develop the document including descriptions of all questionsUnderstanding: Demonstrating a clear understanding of purpose and writing a central idea with mostly relevant facts, details, and/or explanationOrganization: Paper is well organized based on the APA format, makes good use of transition statements, and in most instances follows a logical progression including good use of symbols, spacing in output

This is to be done in Visual Studios OpenGL C++. I have attached the source code that needs to be used as a starting point. Specifically, you must address the following rubric criteria: Arrange the bricks into an organizational structure that promotes engagement with the animation.  The goal is to create a layout that is visually unique or compelling  and includes bricks of a style that makes the animation more interesting  to watch. Some options for details you may wish to include are as  follows, but you do not need to complete all of these. You can also try  an idea of your own instead. Add texture or color to the different kinds of bricks. Change the sizes of the bricks. Add a manually controlled paddle to the bottom of the screen, using the brick item as a base. Apply physics laws to the circles.  When a circle hits one of the sides of the screen, its progress should  be altered in some way. While the circles currently move at a constant  speed and have randomized movement once they bounce off one edge of the  screen, there are ways you can alter this to make the animation more  engaging. Some options you may wish to use for your work are as follows,  but you do not need to complete all of these. You can also try an idea  of your own instead. Alter the speed of the circle. Change  the angle of trajectory so it follows physics laws instead of taking a  randomized pattern. (This means it would continue in the direction it  was heading rather than moving backward.) Add friction to specific surfaces, which would affect the circle and slow its progress once it collided with the surface. Alter the state of the bricks upon collision.  When a circle collides with a brick, you will need to code for an event  to occur. This means updating the code to alter the state of the bricks  upon collision. Some options you may wish to use for your work are as  follows, but you do not need to complete all of these. You can also try  an idea of your own instead. Require the brick to take a certain number of hits before it disappears. Change the color or texture of the brick when it is hit. Combine  both of the previous two options, meaning the brick changes its texture  each time it is hit until it disappears. For example, you may choose to  add cracks to the texture of the brick until it is “destroyed.” Alter the state of the circles upon collision.  When a circle collides with another circle, you will need to code for  an event to occur. This means updating the code to alter the state of  the circles upon collision. Some options you may wish to use for your  work are as follows, but you do not need to complete all of these. You  can also try an idea of your own instead. The two circles combine to become one larger circle. The circles change their color or texture. Both circles disappear once hit. The circles spawn multiple smaller circles. Explain the changes you made to the code.  Discuss the work you completed by focusing on the different tactics you  used to create a fully realized 2D animation. What were the changes you  chose to make? What was your intent behind them? How did you approach  coding to successfully create this outcome?#include <GLFW\glfw3.h> #include "linmath.h" #include <stdlib.h> #include <stdio.h> #include <conio.h> #include <iostream> #include <vector> #include <windows.h> #include <time.h>  using namespace std;  const float DEG2RAD = 3.14159 / 180;  void processInput(GLFWwindow *window);  enum BRICKTYPE { REFLECTIVE, DESTRUCTABLE }; enum ONOFF {ON,OFF};  class Brick { public: float red, green, blue; float x, y, width; BRICKTYPE brick_type; ONOFF onoff;   Brick(BRICKTYPE bt, float xx, float yy, float ww, float rr, float gg, float bb) { brick_type = bt; x = xx; y = yy, width = ww; red = rr, green = gg, blue = bb; onoff = ON; };   void drawBrick() { if (onoff == ON) { double halfside = width / 2;   glColor3d(red, green, blue); glBegin(GL_POLYGON);   glVertex2d(x + halfside, y + halfside); glVertex2d(x + halfside, y - halfside); glVertex2d(x - halfside, y - halfside); glVertex2d(x - halfside, y + halfside);   glEnd(); } } }; class Circle { public: float red, green, blue; float radius; float x; float y; float speed = 0.03; int direction; // 1=up 2=right 3=down 4=left 5 = up right   6 = up left  7 = down right  8= down left   Circle(double xx, double yy, double rr, int dir, float rad, float r, float g, float b) { x = xx; y = yy; radius = rr; red = r; green = g; blue = b; radius = rad; direction = dir; }   void CheckCollision(Brick* brk) { if (brk->brick_type == REFLECTIVE) { if ((x > brk->x - brk->width && x <= brk->x + brk->width) && (y > brk->y - brk->width && y <= brk->y + brk->width)) { direction = GetRandomDirection(); x = x + 0.03; y = y + 0.04; } } else if (brk->brick_type == DESTRUCTABLE) { if ((x > brk->x - brk->width && x <= brk->x + brk->width) && (y > brk->y - brk->width && y <= brk->y + brk->width)) { brk->onoff = OFF; } } }   int GetRandomDirection() { return (rand() % 8) + 1; }   void MoveOneStep() { if (direction == 1 || direction == 5 || direction == 6)  // up { if (y > -1 + radius) { y -= speed; } else { direction = GetRandomDirection(); } }   if (direction == 2 || direction == 5 || direction == 7)  // right { if (x < 1 - radius) { x += speed; } else { direction = GetRandomDirection(); } }   if (direction == 3 || direction == 7 || direction == 8)  // down { if (y < 1 - radius) { y += speed; } else { direction = GetRandomDirection(); } }   if (direction == 4 || direction == 6 || direction == 8)  // left { if (x > -1 + radius) { x -= speed; } else { direction = GetRandomDirection(); } } }   void DrawCircle() { glColor3f(red, green, blue); glBegin(GL_POLYGON); for (int i = 0; i < 360; i++) { float degInRad = i * DEG2RAD; glVertex2f((cos(degInRad)*radius) + x, (sin(degInRad)*radius) + y); } glEnd(); } }; vector<Circle> world; int main(void) { srand(time(NULL));   if (!glfwInit()) { exit(EXIT_FAILURE); } glfwWindowHint(GLFW_CONTEXT_VERSION_MAJOR, 2); glfwWindowHint(GLFW_CONTEXT_VERSION_MINOR, 0); GLFWwindow* window = glfwCreateWindow(480, 480, "Random World of Circles", NULL, NULL); if (!window) { glfwTerminate(); exit(EXIT_FAILURE); } glfwMakeContextCurrent(window); glfwSwapInterval(1);   Brick brick(REFLECTIVE, 0.5, -0.33, 0.2, 1, 1, 0); Brick brick2(DESTRUCTABLE, -0.5, 0.33, 0.2, 0, 1, 0); Brick brick3(DESTRUCTABLE, -0.5, -0.33, 0.2, 0, 1, 1); Brick brick4(REFLECTIVE, 0, 0, 0.2, 1, 0.5, 0.5);   while (!glfwWindowShouldClose(window)) { //Setup View float ratio; int width, height; glfwGetFramebufferSize(window, &width, &height); ratio = width / (float)height; glViewport(0, 0, width, height); glClear(GL_COLOR_BUFFER_BIT);   processInput(window);   //Movement for (int i = 0; i < world.size(); i++) { world[i].CheckCollision(&brick); world[i].CheckCollision(&brick2); world[i].CheckCollision(&brick3); world[i].CheckCollision(&brick4); world[i].MoveOneStep(); world[i].DrawCircle(); }   brick.drawBrick(); brick2.drawBrick(); brick3.drawBrick(); brick4.drawBrick();   glfwSwapBuffers(window); glfwPollEvents(); }   glfwDestroyWindow(window); glfwTerminate; exit(EXIT_SUCCESS); } void processInput(GLFWwindow *window) { if (glfwGetKey(window, GLFW_KEY_ESCAPE) == GLFW_PRESS) glfwSetWindowShouldClose(window, true);   if (glfwGetKey(window, GLFW_KEY_SPACE) == GLFW_PRESS) { double r, g, b; r = rand() / 10000; g = rand() / 10000; b = rand() / 10000; Circle B(0,0,02,2, 0.05, r, g, b); world.push_back(B); } }

Future Technology [WLOs: 1] [CLOs: 1] Prior to completing this discussion, read the articles The Next 20 Years Are Going to Make the Last 20 Look Like We Accomplished Nothing in Tech (Shontell, 2014) and Ford Promises Fleets of Driverless Cars Within Five Years(Boudette, 2016). In the Week 1 - Post Your Introduction post, you discussed past technology changes. What about technology in the future? Shontell (2014) states robots and tracking will be some of the greatest tech advances. Boudette (2016) discusses driverless cars that are promised by Ford Motor Company.