Useful tips for everyday
Can we use kNN for anomaly detection? Although kNN is a supervised ML algorithm, when it comes to anomaly detection it takes an unsupervised approach.…
Which distribution always has the same probability for all possible outcomes? Uniform distributions are probability distributions with equally likely outcomes. In a discrete uniform distribution,…
How are random effect complements modeled in GLMM? Because we directly estimated the fixed effects, including the fixed effect intercept, random effect complements are modeled…
How does increasing sample size affect center? Center: The center is not affected by sample size. The mean of the sample means is always approximately…
What is the non-parametric learning algorithm? Nonparametric machine learning algorithms are those which do not make specific assumptions about the type of the mapping function.…
How do you know if an independent variable is probability? You can tell if two random variables are independent by looking at their individual probabilities.…
How do I report Likert data? The traditional way to report on a Likert scale is to sum the values of each selected option and…
What does the F critical value mean in ANOVA? F statistic is a statistic that is determined by an ANOVA test. It determines the significance…
When do we use a hidden Markov model? When we can not observe the state themselves but only the result of some probability function (observation)…
Which is the correct formula for calculating the CV or coefficient of variation? The formula for the coefficient of variation is: Coefficient of Variation =…