ASY_1976318_ML3

ES-335 Machine Learning Group Name:ASY_1976318 Afraz Azeem 23110019 Sarvesh Chaudhari 23110076 Yash Sonane 23110318

Links for Question 2:

Link1: https://playground.tensorflow.org/#activation=relu&regularization=L1&batchSize=10&dataset=xor&regDataset=reg-plane&learningRate=0.03&regularizationRate=0.001&noise=0&networkShape=4,2&seed=0.03365&showTestData=true&discretize=false&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification&initZero=false&hideText=false

Link2: https://playground.tensorflow.org/#activation=relu&regularization=L2&batchSize=10&dataset=xor&regDataset=reg-plane&learningRate=0.03&regularizationRate=0.001&noise=0&networkShape=4,2&seed=0.27078&showTestData=true&discretize=false&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification&initZero=false&hideText=false

Link3: https://playground.tensorflow.org/#activation=relu&batchSize=10&dataset=xor&regDataset=reg-plane&learningRate=0.03&regularizationRate=0&noise=0&networkShape=4,2&seed=0.77195&showTestData=true&discretize=false&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification&initZero=false&hideText=false

Link4: https://playground.tensorflow.org/#activation=relu&batchSize=10&dataset=xor&regDataset=reg-plane&learningRate=0.03&regularizationRate=0&noise=0&networkShape=4,2&seed=0.35175&showTestData=false&discretize=false&percTrainData=50&x=true&y=true&xTimesY=true&xSquared=true&ySquared=true&cosX=false&sinX=true&cosY=false&sinY=true&collectStats=false&problem=classification&initZero=false&hideText=false