Inet 4061 more Study guides, Class notes & Summaries

inet 4061 more Question Fully Solved. Last document update:   ago

What is the purpose of a loss function in a neural network? a) To increase the model's accuracy b) To measure the performance of the model c) To calculate the number of layers in the network d) To initialize the weights of the network - correct answer b) To measure the performance of the model Which of the following is a method to prevent overfitting in a neural network? a) Dropout b) Increasing the number of layers c) Using a larger dataset d) Increasing the learning rate - correct answer a...

INET 4061 Old Midterm Questions Answered 100% Accurate Last document update:   ago

INET 4061 Old Midterm Questions Answered 100% Accurate Hypothesis testing corresponds to which level of statistical reasoning? - Mechanistic - Exploratory - Inference - Casual Inference Which type of analytics addresses the question "What will happen" ? - Prescriptive - Diagnostic - Descriptive - Predictive Predictive What data mining task is undirected? - Regression - Optimization - Classification - Clustering Clustering What data characteristic is d...

INET 4061 Midterm Prep Questions and Answers 100% Accurate Last document update:   ago

INET 4061 Midterm Prep Questions and Answers 100% Accurate What is the purpose of a dimensionality constant? - determine the probability distribution for a data set - calculate accuracy of a model - all of these answers - understand if enough data is available for a model understand if enough data is available for a model Which method(s) can be used to decide which distribution fits a data set? (lecture slides) - run a test for goodness of fit that compares the actual data to a...