Predictive Analytics Solutions

MINESET enables interactive exploration of data through an advanced suite of analytical and visual tools enabling users to intuitively explore and discover insights, predict outcomes and prescribe actions.

This powerful data analytics tool has a web-based front-end allowing users to easily access it from anywhere using just a web browser.

MINESET is available as:

  • Pay-as-you-use Cloud subscription service or
  • Deployed on-site (at your-premise) for secure access

The benefits of MINESET include:

  • Tightly coupled Machine Learning with Advanced Data Visualization for faster discovery of meaningful trends and relationships
  • Easy-to-Use, enabling users (with varying levels of skill) to intuitively explore their datasets
  • Easy-to-Access, either a On-Premise resource; or as a Cloud service

Applications

Examples include:

Health Care and Bio-Medical Research

  • Identification of high-risk patients for early interventions and better patient outcomes
  • Preventative healthcare
  • Adverse drug reaction analysis
  • Clinical trial analysis

Manufacturing

  • Predictive maintenance
  • Product development optimization
  • Recall prevention

Retail, Services, and Utilities

  • Customer Churn
  • Basket analysis
  • Personalized target marketing
  • Promotional effectiveness
  • Customer and trend analysis

Government

  • Demographic data analysis and trend predictions
  • Fraud detection and prevention
  • Security analysis

Financial Services

  • Credit scoring and risk analysis
  • Fraud detection
  • Smarter trading
  • Churn analysis

14-day Trial Offer

Enabling you to:

  • Upload up to 10 datasets
  • Total storage: 320MB
  • Each dataset may not exceed 32MB or 50,000,000 cells (rows x columns)
  • Can be extended, limit can be increased
  • Please contact petermc@xenon.com.au
    • To sign up
    • To get further information and assistance

Short tutorial showcasing the basic features of MINESET

Visual and Analytical Data Mining

MINESET enables interactive exploration of data through an advanced suite of visual tools for faster discovery of meaningful trends and relationships.

Classification

  • Decision Tree: predicting a outcome (for example, Is this banking customer a good loan risk?)
  • Generates a rules-based predictive model
  • Naïve Bayes classifier

Regression

  • Regression tree: predicting an outcome as a value (for example, how long will this patient stay in hospital?)
  • Generates a rules-based predictive model

Associations

  • Searches for recurring relationships in data (for example, market basket analysis – understand what items sell well together)
  • Apriori Association Rules based algorithm


Column Importance

  • Automatic selection of data attributes that have the largest influence on an outcome

Clustering

  • Find groupings of data items based on characteristics and aggregate according to similarities
  • Iterative K-Means based clustering

Statistics

Visual Data Mining

Parallel coordinates

Geospatial data

MINESET is a trademark of the ESI Group. All other trademarks are the property of their respective owners. XENON Systems is the preferred distributor of ESI Group in Australia and New Zealand.