Useful tips for everyday
Can we use random forest for continuous data? Random Forest can be used to solve regression and classification problems. In regression problems, the dependent variable…
What does bins do in histogram? A histogram displays numerical data by grouping data into “bins” of equal width. Each bin is plotted as a…
What problems can be solved using clustering? These two algorithms are incredibly powerful when applied to different machine learning problems….Here are 7 examples of clustering…
How do I select data analytics tool? 11 Factors to Consider While Choosing an Analytics Tool Business Objectives. Pricing. User Interface and Visualization. Advanced Analytics.…
What are expert systems give an example? Examples of Expert Systems MYCIN: It was based on backward chaining and could identify various bacteria that could…
How do you deal with year in machine learning? You can treat year as categorical variable and use some of the techniques such as One…
Why do we need to get the weighted mean? In Mathematics, the weighted mean is used to calculate the average of the value of the…
How are Shap values related to the expected value? A higher-than-the-average sulfur dioxide (= 18 > 14.98) pushes the prediction to the right. The plot…
What is an Oracle in optimization? In mathematical optimization, oracle complexity is a standard theoretical framework to study the computational requirements for solving classes of…
What is confusion matrix precision? Visualizing Precision and Recall First up is the confusion matrix which is useful for quickly calculating precision and recall given…