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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?

168


What kind problems are solved by regularization?

119


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

109


What is the baseline in machine learning?

104


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

71


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 ?

508


What is naive bayes classifier?

126


What is precision and recall?

78


What is the convex hull?

78


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

70


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

167


What is the batch in machine learning?

114


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

96


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

87


What is supervised and unsupervised machine learning?

142