Unlike the perceptron, adaline does not guarantee that the output will actually separate 2-label data points that are linearly separable. Construct a 2-dimensional data set (i. e. the data points and their labels), with the properties that: (a) the data set is linearly separable
(b) the optimal adaline solution does not separate the data.
Demonstrate your answer as follows:
(i) Plot the data points, as we did above for the iris data set. This will show that your data set is linearly separable.
(ii) Calculate the optimal adaline weights using the function exactAdaline from question 1.
(iii) Find one point in your data set, and show the calculations that prove that it is misclassified by the optimal adaline.

Is the following sentence true or false? during meiosis, the two alleles for each gene stay together.

3. (6 pts) internally in the computer, with few exceptions, all numerical computation is done using binary numbers. output, however, often uses ascii, which is formed by appending 011 to the left of a bcd code. thus, an algorithm that directly converts a binary integer to a bcd integer is very useful. here is one such algorithm 1) draw lines to the left of the binary number to bound the expected bcd decades. (each decade is a group of 4 bits.) move the binary number one bit to the left. add 0011 to each bcd decade containing a binary value> 0100 repeat steps 2-3 until the last bit in the binary number has been moved into the least significant decade position. (note that when the last bit has been shifted into bcd decade, step 3 is not repeated.) read the bcd result. 2) 3) 4) 5) a) execute the algorithm for the binary number 1101101 b) execute the algorithm for the binary number 01110101110 4. (4 pts) represent the decimal number 3568 in bcd; excess-3 code; ascil; and hex.

The fourth generation of computers emerged between 1970s and 1980s. which technological advancement brought about this generation of computers? which computer architecture was used most in this generation?