Useful tips for everyday
How do you create a Gaussian distribution in Python? Use numpy. arange() , scipy. stats. norm() , and matplotlib. pyplot. plot() to plot a one…
How does Python calculate Jaccard similarity score? Jaccard similarity implementation: from math import * def jaccard_similarity(x,y): intersection_cardinality = len ( set .intersection( * [ set…
What is the difference between grid search cv & K fold cross-validation? Cross-validation is a method for robustly estimating test-set performance (generalization) of a model.…
What to do after removing outliers? If you drop outliers: Trim the data set, but replace outliers with the nearest “good” data, as opposed to…
How do you split data into folds? The general procedure is as follows: Shuffle the dataset randomly. Split the dataset into k groups. For each…
How do I change a cell value in pandas? if we want to modify the value of the cell [0,”A”] u can use one of…
Why naive Bayes algorithm is best? Advantages. It is easy and fast to predict the class of the test data set. It also performs well…
For which type of datasets it is useful to apply k-fold cross-validation? Cross-validation is usually used in machine learning for improving model prediction when we…
How do you deal with large missing data? Best techniques to handle missing data Use deletion methods to eliminate missing data. The deletion methods only…
What are LRP rules? Layer-wise Relevance Propagation (LRP) is a technique that brings such explainability and scales to potentially highly complex deep neural networks. It…