mpling is better than varia
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Ma2.
Attribute sampling is better than variable sampling
2. Examine the above statement.
Step by step
Solved in 3 steps
- Here__denoting the number of test cases. The description of T test cases follows. .Q5) Run the code below to check on the model behavior for different polynomials (2,3, 5,10,20). Comment on the generated figure. In [26]: # Hyperparam initialization eta = 0.25 epochs = 500000 # This will take a while but you can set it to 10000. Poly_degree_values = [2, 3, 5, 10, 20] # Initializing plot plt.title( "Regression Lines for Different polynomials") plt.scatter(data.GranulesDiameter, data.Beachslope, label='Traning Data') # iterating over different alpha values (This is going to take a while) for i in Poly_degree_values: polynomial x = GeneratePolynomialFeatures (X, i) thetaInit - np.zeros( (polynomial_x.shape[1],1)) theta, losses = gradientDescent (polynomial_x, Y, thetaInit, eta, epochs) poly = PolynomialFeatures (i) plot SimpleNonlinearRegression line (theta, X, poly) plt.legend(Poly_degree_values) plt.show() Regression Lines for Different polynomials 2 25 10 20 20 15 10 0.2 0.3 0.4 0.5 0.6 0.7 0.8 In [271: # Write your response hereSplit the MR_X and MR_y into training set and test set. You should use the num training variable to extract the data from MR_X and MR_y. Extract the first 'num_training' samples as training data, and extract the rest as test data. Name them as: MR_train_X and MR_train_y for the training set MR_test_X and MR_test_y for the test set
- Q1 Write T if the sentence is true and F if the sentence is false and correct the false sentence. Answer only 5 of the following 1. The plot) is used to plot more than one set of axes in the same window. 2. The magic() function is used to find the sum of the diagonal elements. 3. The relational operator - means equal in MATLAB. 4. The get) command is used for adding a plot to an existing plot. 5. The operator && represent the short circuit or. 6. The sin() function is a scalar function.get_column_choice(): this function will allow us to ask the players which pocket they want to grab stones from. Since we know which row they are grabbing from (since it is not allowed to grab stones from your opponent’s side), we only need to get the column they want. As previously stated, we are using letters to represent the columns to make it easier on the player. This function accepts the current player (should be a 0 or 1), the board, and a list of letters (the same as the list you passed to the print_game_board function) and it will return the index of the column being chosen. The function should ask the player to enter a column letter, then it should check that the conditions listed below hold. If they don’t meet these conditions, it should ask again until it gets a valid letter, otherwise it should return the corresponding column index for that letter. Letter entered must be on the game board. It can be lower case or upper case. (Hint: this doesn’t need to be hard coded,…Question 8 Find the score (mean accuracy) of your knn classifier using x_test and y_test. This function should return a float between 0 and 1 [ ]: def answer_eight(): # YOUR CODE HERE raise NotImplementedError() [ ]:
- Required information NOTE: This is a multi-part question. Once an answer is submitted, you will be unable to return to this part. Let S= (1, 2, 3, 4, 5). Select all the 3-combinations of S. (Check all that apply.) ? 123, 124, 125, 134, 135 145, 234, 235, 245, 345 ? 145, 234, 225, 245, 315 ? 231, 252, 125, 142, 213All do. Else report.Fill in the loop table with the correct values, Each row should represent the values of the variables at the line with the comment LOCATION. You don't necessarily need to fill out all of the rows on the provided fable. If you don't fill up the whole table, that isn't necessarily wrong! 1 - 2 a - 10 name - 'AL' while i < 9: if name 'AL': 1: 2 nam AL intinl else: if name < 'NAPOLEON': name - 'NASH elif name < 'NATE': name - 'SAM' else: name- 'AL ' # LOCATION