Use the AutoML platform to automate the development of advanced and efficient Machine Learning models
Create effective predictive models effortlessly
We streamline the work of Data Science and Machine Learning teams
ABM automates the Machine Learning process by offering an intuitive model-building workflow in a few steps
Data import and model parameter setup
- Import data from a CSV file or an external database
- Select the task type (classification or approximation) and define the target variable
- Data sampling (including undersampling and oversampling) and splitting into training, validation, and test sets
- Exploratory data analysis
- Data quality improvement (standardization, handling missing data and outliers)
- Variable transformation and interactions
- Variable selection (ability to specify mandatory variables)
- Work mode selection (Quick - fastest, Gold - most precise, Advanced - balanced)
- Define model quality evaluation criteria (e.g., ROC Area, Lift, Accuracy, Captured Response, Precision, Recall, Profit)
Model building
- Automatic model creation and selection of the best possible model based on available data, predefined goals, and parameters
- Reports presenting the features and results of the created model (selected variables and their coefficients, prediction accuracy assessment)
- Ability to edit parameters and rebuild the model
Utilisation of the created model
- Offline scoring - generating predictions for imported new data
- Online scoring - generating scoring code for use in internal systems
- Integration with the MLOps platform (Scoring.One) - ability to export scoring code to existing ML processes
- API for platform management from external systems
Do you want to explore all the features of the ABM platform?
ABM stands for intuitiveness, transparency, and the highest quality performance.
Graphical interface
Visualization of the entire model creation process (from A to Z)
Real-time forecasting
Ability to download and implement scoring code in your own system
Integration with the MLOps platform
One-click model export and quick deployment capability
Better process understanding
Detailed reports for each stage of predictive model building
Competency support
Ability to build high-quality models even for beginner analysts
AutoML
Automatic retraining of created models
Start building ML models with ABM
| Demo | Full version |
|---|---|
| Free | Subscription fee |
| 14-day access | Pay as you go |
| All features | All features |
| Monthly model limit: 100 | Monthly model limit: 1000 |
| 500 MB storage | 10 GB storage |
| 24/7 access | 24/7 access |
| Basic support | Dedicated Account Manager |
Trusted by 50+ major financial institutions, telecommunications, e-commerce and logistics companies
Collaboration with Algolytics has allowed us to focus on what is crucial for us – developing our financial products. Algolytics technology has provided us with tools for quick and accurate risk assessment of our clients, enabling us to significantly increase our operational efficiency and deliver value to our clients faster.
SERGII DEMCHUK
CEO, Novalend
Test ABM and discover how easy and fast ML modeling can be
Fill out the form and get access to the ABM demo.
See how ABM enables predictive model creation in minutes – without programming or advanced statistical knowledge. Perform offline (batch) and online (real-time) predictions in various business areas using the generated scoring code.
