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Un-Answered Questions { AI Machine Learning }

If a highly positively skewed variable has missing values and we replace them with mean, do we underestimate or overestimate the values?

162


What kind problems are solved by regularization?

113


Why is harmonic mean used to calculate f1 score and not the arithmetic mean?

105


What is the baseline in machine learning?

94


Why is it important for the royal society to be doing a project about machine learning?

69


You are given a data set. The data set has missing values which spread along 1 standard deviation from the median. What percentage of data would remain unaffected? Why ?

491


What is naive bayes classifier?

124


What is precision and recall?

70


What is the convex hull?

76


What are standardization and normalisation? Give one advantage of each over the other?

66


Why is manhattan distance not used in knn machine learning algorithm to calculate the distance between nearest neighbors?

165


What is the batch in machine learning?

108


How to choose notable variables while working on a data set?

88


How will you know which machine learning algorithm to choose for your classification problem?

82


What is supervised and unsupervised machine learning?

136