I have been reading a lot of the previous post and i couldnt find one that explained clearly my situation though some are similar. So i created a new post here. All my functions before model function passed.
When i run Model function, i m getting a value error which states that the W cannot be reshaped which is an assignment in the predict function.
I dont know what i m doing wrong, i assume i m making a mistake in the model function. Can someone help me by point me in the correct direction by explaining why its causing an issue…
Look at lines 39-40 in your traceback. Check what you’re passing as the third argument to predict. The function signature is predict(w, b, X), so that third argument needs to be a feature matrix with shape (n_x, m).
Now look at your printed shapes: Y_test has shape (1, 3), which means shape[0] = 1. Your w has 4 elements. That’s where the mismatch comes from: you’re passing something with 1 row to a function that tries to reshape a 4-element w to match X.shape[0].
Think about which variables should go into predict : the features or the labels?
Thank you for the replying to my post and the explanation. My mistake. You are correct, i passed the Y_test and Y-train as the arguments for function call which is a vector than an expected matrix. Matrix should be features than variable. I got confused by the Assignment Name and thought I should pass Y_test and Y_train for Y_predictions. Thank you for your help. All Cells are now correct and assignment submitted.
