ADAPA - Predictive Analytics Using Open Standards

Corporate and governmental leaders worldwide recognize the unlimited potential and value of advanced analytics. The ADAPA® Decision Engine offers a deployment platform for predictive analytics and business rules, transforming these into effective operational decisions in a snap.

Leveraging open standards as well as the latest software technology, ADAPA® provides enterprise-level scalability for automated decision support systems using:

• Predictive Models
• Business Rules
• Scorecards
• Instant and Scalable Decisioning
• Flexible Web Services Interface
• Cloud-based Deployment

ADAPA® uses the Predictive Model Markup Language (PMML) to import and deploy predictive models. PMML was specified by the Data Mining Group (www.dmg.org), an independent group created to develop data mining standards for the decision technology community. By providing a uniform standard to represent such models, PMML allows for the exchange of predictive solutions between different applications and various vendors.

ADAPA® on the IBM SmartCloud is a fully hosted Software-as-a-Service (SaaS) solution. Providing single tenant architecture, the service is implemented as a private, dedicated instance of ADAPA®.  As the business grows, ADAPA® provides a cost-effective expansion path, by adding multiple ADAPA® instances for scalability or failover.

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• Functional details

  ADAPA® supports a wide range of predictive modeling techniques based on the PMML standard, including:

  • Association Rules
  • Decision Trees for classification and regression
  • Neural Network Models
  • Support Vector Machines
  • Linear and Logistic Regression
  • Naïve Bayes Classifiers
  • General and Generalized Linear Models
  • Cox Regression Models
  • Rule Set Models
  • Clustering Models
  • Scorecards
  • Multiple Models: Model Composition, Ensembles, and Segmentation

• Competitive advantage

  ADAPA is based on a standardized platform approach which accelerates time-to-market and reduces cost and complexity of predictive solutions, key requirements for midmarket adoption. In partnership with IBM/SPSS, it allows clients to take advantage of cloud computing and quickly on-ramp predictive solutions. ADAPA complements SPSS data mining products to deliver an end-to-end environment which seamlessly extends traditional on-premises data mining to cloud-based operational deployment, integration and scalable execution of predictive analytics.

• Industries

  Computer Services Industry
     Prepackaged Software
  

• Solution areas

  Cross industry
     Business Intelligence
        Data Mining
  

• Customer size

  Very Small Business (Less than 50 employees)
  Small Business (50 to 99 employees)
  Midmarket Business (100 to 499 employees)
  Midmarket Business (500 to 1000 employees)
  Large Business (greater than 1000 employees)
  

• Languages supported

  English
  

• Countries/regions available for distribution

  Africa

  Algeria , Angola , Benin , Botswana , Bouvet Island , Burkina Faso , Burundi , Cameroon , Cape Verde , Central African Republic , Chad , Comoros , Congo , Congo, The Democratic Republic of the , Côte d'Ivoire , Djibouti , Equatorial Guinea , Eritrea , Ethiopia , Gabon , Gambia , Ghana , Guinea , Guinea-Bissau , Kenya , Lesotho , Liberia , Madagascar , Malawi , Mali , Mauritania , Mauritius , Mayotte , Morocco , Mozambique , Namibia , Niger , Nigeria , Rwanda , Réunion , Senegal , Seychelles , Sierra Leone , Somalia , South Africa , Swaziland , São Tome and Principe , Tanzania, United Republic of , Togo , Tunisia , Uganda , Western Sahara , Zambia , Zimbabwe

  Americas

  Anguilla , Antigua and Barbuda , Argentina , Aruba , Bahamas , Barbados , Belize , Bermuda , Bolivia , Brazil , Canada , Cayman Islands , Chile , Colombia , Costa Rica , Dominica , Dominican Republic , Ecuador , El Salvador , Falkland Islands (Malvinas) , French Guiana , Greenland , Grenada , Guadeloupe , Guatemala , Guyana , Haiti , Honduras , Jamaica , Martinique , Mexico , Montserrat , Netherlands Antilles , Nicaragua , Panama , Paraguay , Peru , Puerto Rico , Saint Kitts and Nevis , Saint Lucia , Saint Pierre and Miquelon , Saint Vincent and the Grenadines , South Georgia and the South Sandwich Islands , Suriname , Trinidad and Tobago , Turks and Caicos Islands , United States , Uruguay , Venezuela , Virgin Islands, British , Virgin Islands, U.S.

  Asia Pacific

  American Samoa , Australia , Azerbaijan , Bangladesh , Bhutan , British Indian Ocean Territory , Brunei Darussalam , Cambodia , China , Christmas Island , Cocos (Keeling) Islands , Cook Islands , Fiji , French Polynesia , Guam , Hong Kong S.A.R. of China , India , Indonesia , Japan , Kazakhstan , Kiribati , Korea, Republic of , Kyrgyzstan , Lao People's Democratic Republic , Macao S.A.R. of China , Malaysia , Marshall Islands , Micronesia, Federated States of , Mongolia , Myanmar , Nepal , New Caledonia , New Zealand , Norfolk Island , Northern Mariana Islands , Palau , Papua New Guinea , Philippines , Samoa , Singapore , Sri Lanka , Taiwan , Tajikistan , Thailand , Timor-Leste , Turkmenistan , Viet Nam

  Europe

  Åland Islands , Albania , Andorra , Armenia , Austria , Belarus , Belgium , Bosnia and Herzegovina , Bulgaria , Croatia , Cyprus , Czech Republic , Denmark , Estonia , Faroe Islands , Finland , France , Georgia , Germany , Gibraltar , Greece , Holy See (Vatican City State) , Hungary , Iceland , Ireland , Italy , Latvia , Liechtenstein , Lithuania , Luxembourg , Macedonia, The former Yugoslav Republic of , Malta , Moldova, Republic of , Monaco , Montenegro , Netherlands , Norway , Poland , Portugal , Romania , Russian Federation , San Marino , Serbia , Slovakia , Slovenia , Spain , Svalbard and Jan Mayen , Sweden , Switzerland , Turkey , Ukraine , United Kingdom , Uzbekistan

  Middle East

  Afghanistan , Bahrain , Egypt , Iraq , Israel , Jordan , Kuwait , Lebanon , Oman , Pakistan , Palestinian Territory, Occupied , Qatar , Saudi Arabia , United Arab Emirates , Yemen

  Other

  Antarctica , French Southern Territories , Heard Island and McDonald Islands , Maldives , Nauru , Niue , Pitcairn , Saint Helena , Solomon Islands , Tokelau , Tonga , Tuvalu , United States Minor Outlying Islands , Vanuatu , Wallis and Futuna

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• Hardware/OS platforms

  Other Linux Distribution
     Desktops and Notebooks (all brands, including ThinkPad/ThinkCentre PCs by Lenovo)
     Hewlett-Packard servers (incl. Compaq)
     Other non-IBM servers
     Sun Microsystems servers
     IBM BladeCenter HSxx (Intel processor-based)
     IBM BladeCenter LSxx (AMD processor-based)
     Dell servers
  Other Operating System (Software as a Service)
     Non-IBM Hardware
  Windows Server 2008 (inclusive)
     IBM BladeCenter HSxx (Intel processor-based)
     IBM System x (xSeries)
  

• Services

  IBM SmartCloud Enterprise