ASAnton Sarokainanton-saroka.hashnode.dev·Jun 20 · 10 min readAutomatically Extracting Piecewise-Linear Trends from a Time SeriesThis is a translation of my original article on habr.com. My name is Anton Saroka. I am a mathematician and data analyst, and this is my first article on Habr. I would like to talk about an algorithm 00
ASAnton Sarokainanton-saroka.hashnode.dev·Jun 20 · 9 min readCADE — An Interesting Approach to Finding Anomalies in Multidimensional DataThis is a translation of my original article on habr.com. Introduction One way to search for anomalies in a dataset is to use the probability density function corresponding to the data as a measure of00
ASAnton Sarokainanton-saroka.hashnode.dev·Jun 20 · 7 min readHow and Why to Compute a Balanced Precision ScoreThis is a translation of my original article on habr.com. Precision score is one of the metrics used to evaluate the performance of a binary classifier in machine learning. It has long proven its usef00
ASAnton Sarokainanton-saroka.hashnode.dev·Jun 20 · 7 min readWhat Is the Distribution of Sample Quantiles?This is a translation of my original article on habr.com. Sample means, sample variances, sample quantiles, and other statistics are random variables by nature. Knowing their distributions helps us bu00
