Choose that following statement is true or false: True error is defined over the entire instance space, and not just over training dataTrueFalse

Question 6Which of the following statements about datasets used in Machine Learning is NOT true?1 pointTraining subset is the data used to train the algorithm Testing data is data the model has never seen before and is used to evaluate how good the model isTraining data is used to fine-tune algorithm’s parameters and evaluate how good the model isValidation data subset is used to validate results and fine-tune the algorithm's parameters

Question 6Which of the following statements about datasets used in Machine Learning is NOT true?1 pointTesting data is data the model has never seen before and is used to evaluate how good the model isTraining subset is the data used to train the algorithm Training data is used to fine-tune algorithm’s parameters and evaluate how good the model isValidation data subset is used to validate results and fine-tune the algorithm's parameters

Error is the difference between the actual value and Predicted value and the goal is to reduce this difference.TrueFalse

An error is said to be systematic if there is an assignable cause behind it.a.Trueb.False

True or False: In a supervised learning model, Bias refers to the error that is introduced from the assumptions of the data analyst.Question 5Select one:TrueFalse