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QUESTION 16 Data used to develop a machine learning model is test data hidden data training data validation data QUESTION 17 A simple perceptron has two input units, a sigmoid function, weights w1 = 0.2 and W2 = -0.5, and a bias = -02 What is the actual output of this perceptron for the input pattern x = [1,1]? O 0.522 0.377 0 -0.622 0.622 10 11 14 10 QUESTION TO relationship Rogresin astumes categorical reciprocal continous inverse QUESTION 19 Which of the following Neural Networks is commonly used in image classification? A convolutional neural network A multi-layer neural network A single layer perceptron O A fully connected neural network QUESTION 20 How many hidden layers exist in the following network? Input Output O 7 O 2 O 5 22 QUESTION 21 How many weights are there in a Neural Network that has 3 inputs, 2 hidden layers with 2 neurons each, and 1 output? 8 weights. 13 weights. 10 weights 12 weights. QUESTION 22 CNN follows the following sequence of stages o Convolution -> Relu ->fully connected NN -> Max-Pooling Convolution -> Relu -> Max-Pooling > fully connected NN Relu > Max-Pooling -> fully connected NN-> Convolution Fully connected NN->Convolution -> Relu -> Max-Pooling Click Save and Submit to save and submit. Click Save All Answers to save all answers. QUESTION 23 while training a Neural Network, which of the following the programmer should follow Overfitting should be avoided for better accuracy over validation examples Overfitting is needed for better accuracy over validation examples Overfitting should be avoided for better accuracy over training examples Overfitting is needed for better accuracy over training examples QUESTION 24 Find the output of Sigmoid function when: x1=0 x2=1 w1 =10 W2=15 b= -15 QUESTION 25 Find the updated weight w1(p+1), when w1(p)-0.14 x1(p=1 -0.1 Y(p)-0 *p)=1 Click Save and Submit to save and submit. Click Save All Answers to save all