Install
Download the Bot and follow the instructions to install it in your AAE Control Room.
Support Vector Machine
Enable developers to create automations to classify large volume, high dimensional data to solve business classification problems
Top Benefits
- Increase Productivity: the Support Vector Machine Model helps in incrase analytics efficiency by 30%.
- Quantitative Customer Preference : Analyze the polarity of customer preferences for targeting.
- Zero Maintenance: Model is provided as SaaS using serverless function architecture of Microsoft Azure.
Tasks
- Support vector machines (SVMs) are powerful, yet flexible supervised machine learning algorithms.
- SVMs are extremely effective in their ability to model complex problems using non-linear classification
- The bot ingests labeled input data in CSV file and performs the SVM-algorithm-driven classification.
Support vector machines enable developers to quickly make predictions using high dimensional data to solve business classification problems. Using the Support Vector Machine bot, developers can be empowered to make fast and accurate predictions for things like target customer/survey response rates as demonstrated by the included bot.
Outputs:
Output: Excel file
Binary class prediction output
Ex: The below the example shows the two classes explained below:
○ Gold_Class: This column is taken as the predicted target
○ Predicted_Class: This tells us the response of the customer