Software tool - AdvancedMiner is multi module platform for data mining - predictive models, descriptive models, advanced data analytics and data quality tools from Algolytics

1. AdvancedMiner
Product Overview
Software platform for
predictive analytics
and analytical data processing

2. © Algolytics. All rights reserved. 2
WHAT IS ADVANCEDMINER?
Analytical software suite
• advanced data analysis
tasks
• constructing
data mining
models
• complex data
■ hundreds of models
■ thousands of variables
■ millions of records
■ various data sources

3. © Algolytics. All rights reserved. 3
Supports all analytical tasks:
• Data extraction and transformation
• Building and evaluating models
• Testing
• Reporting
Complex analytical processes can be defined in a simple way using drag & drop technique.
Advanced users can create their own scripts and new node types.
ADVANCEDMINER
Integrated analytical tool with a graphical environment for data
processing, analysis and modeling.

4. © Algolytics. All rights reserved. 4
Advanced features:
• Support for SQL language
(including analytical functions)
• Integration with the R package
• Integration with Java
ADVANCEDMINER – SCRIPTING INTERFACE
Limitless possibilities
for advanced users !

5. © Algolytics. All rights reserved. 5
■ software development on demand
■ working on new analytical features (project
funded by EU, 1.5 million €)
ADVANCEDMINER ADVANTAGES
■ Extensive Customization by user
■ powerful Python-based script language
■ Commercially used in big telco projects
■ 1000s of variables
■ 100s of data GigaBytes
e.g. works with 5TB datamarts
with single tables of 200GB
■ 11 years
of software
commercial use
■ tested and applied
■ in telecoms: 14 mln. customers
and their call data
■ in banks: over 1 mln. customers
and their payments history
Robust
data processing
Flexible
solutions
Reliable
product
Evolving

6. © Algolytics. All rights reserved. 6
PROJECTS DELIVERED WITH ADVANCEDMINER
Commercial
applications
Credit & Rating
Models
Debt
Collection
Scoring
Fraud
Detection
Churn
Prediction
Campaign
Targeting
Customer
Segmentations
Customer
Lifetime Value
Ad-hoc Data
Analysis &
Reporting
ETL & Data
Quality
Product
recommending

7. © Algolytics. All rights reserved. 7
ADVANCEDMINER TOOLS
data
manipulation
data mining
models
data
reporting
ETL and data
extraction
data
exploration
A d v a n c e d M i n e r

8. © Algolytics. All rights reserved. 8
DATA EXPLORATION
• interactive views
of distributions
and statistics
• drill-downs to
source database
• creating
SQL expressions
• virtual attributes
Effective work with
1000s of variables

9. © Algolytics. All rights reserved. 9
DATA EXPLORATION & REPORTING
Direct export of histograms
to fully editable Excel charts

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INTERACTIVE DECISION TREES
• Interactive model visualization
• Context zoom
• Alternative splits

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LOGISTIC REGRESSION
Elaborated Logistic Regression Algorithm

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SCORING CARDS TOOLS
• Export to MS Excel table
• Basel II scoring quality reports
• efficiency, statistical tests,
stability
Effective development, monitoring
and validation of scoring models

13. © Algolytics. All rights reserved. 13
TASKS AUTOMATION AND PARAMETRIZATION
Full control of ETL tasks and complex models contruction
• Python-based script
• Extended with SQL and fast data processing procedures
• Use of external libraries
(Java, Python …)
Flexible customization thanks to
powerful scripting language

14. © Algolytics. All rights reserved. 14
OTHER TOOLS
• Data Mining algorithms
• Self Organizing Maps
• Survival Models
• Association Rules
• Bivariate Probit
• K-means and more
• Distributed teamwork
• sharing tasks and data
• versioning
• Scalability
• on single computer
• as Client – Distributed Server

15. © Algolytics. All rights reserved. 15
AdvancedMiner users
• Telecoms
• Financial sector
• Customer service companies
REFERENCES
• Polkomtel
• 14 million customers
• predictive analytical models and reporting
for CRM
• Alior Bank
• analytical platform for risk analysis, reporting and
predictive analysis
• More than 50 users
• KDD Cup 2009
• 8th place in fast track
out of 465 teams
• predictive models on data
15 000 cols * 100 000 rows

16. © Algolytics. All rights reserved. 16
WHAT ARE MY BENEFITS?
Client
benefits
Effective analytical
projects
Flexible
analytics
Reliable
tools
Robust
data processing
Flexible
solutions
Reliable
product
Evolving

17. Follow news on analytical solutions
at Algolytics.com/blog
click here to open

18. Read more about AdvancedMiner platform
www.advancedminer.com
Ask us any details:
info@algolytics.com