- 09 Dec 2021
- 1 Minute to read
What is Explorium?
- Updated on 09 Dec 2021
- 1 Minute to read
Explorium enables you to build better, more accurate predictive data models through better data. Explorium automatically connects to thousands of data sources and discovers the features that drive accurate models.
Recent strides in data science automation have mostly focused on machine-learning algorithms. Yet, their accuracy still depends on the data that feeds them. Current methods of finding the data sources that will make or break your predictive models is a labor-intensive and time-consuming process.
Explorium provides the following:
- Data Augmentation/Enrichment – Explorium enriches the data you have by introducing you to data sources that best boost your predictive models’ accuracy. Explorium accesses and automatically integrates thousands of relevant external, partner or public data sources.
- Data Preparation – Explorium automates the process of data wrangling, collects the data from various databases, joins it, orders it, sorts it, normalizes it and applies Explorium’s proprietary ontology. Explorium uses data from a rich variety of providers to create a wider context and to categorize data by ontology.
- Data Features with the Most Prediction Power – Explorium’s feature recommendation engine tests hundreds of thousands of potential data features and identifies those that contribute the most value to accurate predictive results. Explorium continually finds and adds new data sources in order to enhance your predictions even further. Explorium answers the question of which data features and which data feature combinations achieve the best predictive results.
- Predictive Models – Explorium provides a rich variety of model building, model training, model evaluation and model tuning functionalities. Explorium uniquely generates and combines a powerful data feature set with an extremely accurate predictive model. Explorium provides you with all the details that you need to decide whether to use this data feature set with your own model or with one of the models generated by Explorium