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What is Salford Predictive Modeler (SPM)?

The Salford Predictive Modeler® (SPM) software suite is renowned for its remarkable speed and accuracy in crafting predictive, descriptive, or analytical models. Featuring engines such as CART®, TreeNet®, and Random Forests®, along with innovative automation capabilities and unique modeling functionalities, SPM stands out in the realm of data analysis tools. This comprehensive suite encompasses a range of data mining technologies, including classification, regression, survival analysis, and methods for handling missing values, as well as data binning and clustering. SPM algorithms are invaluable in sophisticated data science applications, making them a cornerstone for analysts seeking to derive insights from complex datasets. The automation of model construction is significantly streamlined with SPM, facilitating a more efficient exploration and refinement process. Furthermore, the suite allows for the seamless integration of results from various modeling approaches into a single, cohesive package, enhancing the review process for users. This combination of features not only boosts productivity but also empowers data professionals to make informed decisions more effectively.

What is GiniMachine?

GiniMachine is an innovative AI-driven platform designed to facilitate automated decision-making processes. By leveraging sophisticated machine learning techniques alongside historical data from various enterprises, it develops highly effective scoring models. This versatile tool can be utilized for credit scoring, debt collection, marketing expansion through churn prediction, and identifying sales opportunities such as cross-selling and upselling. Employing a tailored version of the decision tree ensemble method, GiniMachine is enhanced with a series of heuristics for initial data processing. It delivers models that are not only robust but also fully compliant with BASEL standards. The platform is compatible with all kinds of data, whether raw or pre-processed, which includes: - Socio-demographic information - Data from credit bureaus - Transactional records - Social media insights - Additional data sources Furthermore, GiniMachine’s adaptability ensures that it can provide valuable insights across diverse industries and applications. Its capacity to integrate various data types allows businesses to make more informed and strategic decisions.

Media

Media

Integrations Supported

CREDITONLINE
Ultimus Digital Process Automation Suite

Integrations Supported

CREDITONLINE
Ultimus Digital Process Automation Suite

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Minitab

Date Founded

1972

Company Location

United States

Company Website

www.minitab.com/en-us/products/spm/

Company Facts

Organization Name

GiniMachine

Date Founded

2017

Company Location

Lithuania

Company Website

ginimachine.com

Categories and Features

Data Mining

Data Extraction
Data Visualization
Fraud Detection
Linked Data Management
Machine Learning
Predictive Modeling
Semantic Search
Statistical Analysis
Text Mining

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Predictive Analytics

AI / Machine Learning
Benchmarking
Data Blending
Data Mining
Demand Forecasting
For Education
For Healthcare
Modeling & Simulation
Sentiment Analysis

Categories and Features

Predictive Analytics

AI / Machine Learning
Benchmarking
Data Blending
Data Mining
Demand Forecasting
For Education
For Healthcare
Modeling & Simulation
Sentiment Analysis

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