by Saneesh V | Aug 9, 2018 | Analytics, R
The article studies the advantage of Support Vector Regression (SVR) over Simple Linear Regression (SLR) models for predicting real values, using the same basic idea as Support Vector Machines (SVM) use for classification. The article studies the advantage of Support...
by Saneesh V | Aug 7, 2018 | Analytics, R
It All Starts With The Text There is so much of information lying in the text posts made by you and me and all others about all the trending topics today. Being in our respective firms, big or small, each of us collect some data related to our respective businesses...
by Saneesh V | Aug 6, 2018 | Analytics, R
Handling missing values is one of the worst nightmares a data analyst dreams of. In situations, a wise analyst ‘imputes’ the missing values instead of dropping them from the data. Missing Data in Analysis At times while working on data, one may come across missing...
by Saneesh V | Aug 5, 2018 | Analytics, R
In this article, we aim to discuss various GLMs that are widely used in the industry. We focus on: a) log-linear regression b) interpreting log-transformations and c) binary logistic regression. Editor’s note: Data files discussed below can be acquired here:...
by Saneesh V | Aug 4, 2018 | Analytics, R
Support Vector Machines (SVM) is a data classification method that separates data using hyperplanes. The concept of SVM is very intuitive and easily understandable. If we have labeled data, SVM can be used to generate multiple separating hyperplanes such that the data...
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