Classification
Support Vector Machine
Support Vector Machine Description SVM belongs to the family of supervised classification algorithms. It uses the kernel trick to transform data into the desired format and creates an optimum boundary between the possible outputs. SVM performs ...
Naïve Bayes
Naïve Bayes Description Naïve Bayes is a family of classification algorithms based on the Bayes Theorem. All algorithms in the family share a common principle that the pair of features being classified are mutually independent. Why to use To classify ...
Adaboost
Adaboost Description Adaboost is a boosting algorithm that combines multiple weak models into a single strong learner algorithm (the predictive model). Why to use To classify text into the possible categories. When to use When textual data needs to ...
Textual Classification
Classification is the process of predicting the class of given data points. Classes are referred to as targets/ labels or categories. Classification belongs to the category of supervised learning. There are two types of learning techniques in ...
Textual Analysis
Text Analytics combines the power of AI, ML, and Natural Language Processing to identify, mine, parse, categorize, cluster, and model textual data. Text Analytics has a powerful built-in engine that simplifies word frequency analysis, pattern ...
Popular Articles
Sequence Generator
Sequence Generator Description Sequence Generator adds a sequence column to your dataset. Why to use To add Surrogate Keys, Primary Keys to the dataset. When to use When you want to add a sequence column to your dataset. When not to use — ...
Keyboard Shortcuts in Dashboard
Keyboard shortcuts are helpful for enhancing user efficiency. Rubiscape provides you with various shortcut keys to move around the RubiSight dashboard and perform tasks using keyboards. The table below describes the shortcuts available in rubiscape ...
Using Filters
When you plot a chart, all the data in the dataset is not required to be used. Also, within the data used, there might be sub-categories that you want to plot separately. You can view classified results in the charts using filters. Filters help you ...
Changing the Workspace
A workspace is a place where you can manage multiple datasets and projects. Workspaces are the parent structures that include datasets and projects. Workspaces are mapped to the login, which means you may have limited access to specific workspaces as ...
Advcance Course in AI_ML-Application form filling Guide
Course Application Help Guide Please follow the process below mentioned, for course application. 1. Register yourself on [ https://campus.unipune.ac.in/ccep/login.aspx ] 2. Select your Nationality and fill in Email id 3. Verify your email address 4. ...