Marketing AION (Artificial Intelligence ON) is an AI life cycle management platform for applying machine learning to real-world problems. Marketing AION encompasses the complete pipeline from raw data ingestion to a deployable machine learning model with a less-code/no-code approach.
Data upload tab is used to load the dataset in the GUI to train the model and get insight of it.
This section provides the option to select more than one algorithm based on problem type and also provides the option to discard the unnecessary features from the dataset.
To update the Advanced Configuration, complete the following steps:
Model training tab gives the information about the Problem type, Selected algorithms, number of rows and Training Features, Training Data, Data balancing and Number of iterations.
Model prediction predicts the input data based on the pattern of training data.
This feature is available for classification and regression problem types.
For Data Generator and BYOM (Bring Your Own Model), select the Utility tab.
The Model Training tab is used to train the model based on the data input file.
