GiniMachine

GiniMachine

HES FinTech
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+

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About

GiniMachine is an AI-based solution for automated decision making. It utilizes advanced machine learning algorithms and company's historical data to build high-performing scoring models. It can be used for credit scoring, collection scoring, application scoring, and expanding marketing (churn prediction), and sales (cross-sell and upsell) opportunities. The system uses a custom implementation of the decision tree ensemble method strengthened with a set of heuristics for preliminary data processing and preparation. The models that are built and provided by GiniMachine are fully compliant with BASEL requirements. The ability of the software to work with massive amounts of data can simplify the application scoring by identifying creditworthy borrowers in various industries. Using historical data of your business, GiniMachine can increase the returns in online loans, auto finance, POS lending, and more.

About

Rapidminer Knowledge Studio is a no-code machine learning and predictive analytics solution from Siemens designed for data scientists, business analysts, and business users. It helps users create predictive and prescriptive models through an interactive visual interface without requiring programming skills. The platform uses explainable decision trees and strategy trees to make machine learning models easier to understand, trust, and manage. Users can build drag-and-drop workflows, connect to diverse data sources, and generate actionable insights from business data. Rapidminer Knowledge Studio supports use cases such as credit risk, fraud detection, marketing analytics, product lifecycle planning, and customer loyalty programs. With model code generation in Python, R, SAS, SQL, PMML, and more, it helps organizations move from visual model design to practical implementation.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Organizations interested in an AI-based solution for automated decision making

Audience

Rapidminer Knowledge Studio is best suited for data scientists, business analysts, decision-makers, risk teams, marketing teams, and organizations that need no-code machine learning, explainable AI, predictive analytics, and prescriptive modeling

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

HES FinTech
Founded: 2017
Lithuania
ginimachine.com

Company Information

Siemens
Founded: 1847
Germany
www.siemens.com/en-us/products/rapidminer/knowledge-studio/

Alternatives

OnPoint CORTEX

OnPoint CORTEX

OnPoint - A Koch Engineered Solutions Company

Alternatives

Modeller

Modeller

Paragon Business Solutions
Rapidminer

Rapidminer

Siemens
Zementis

Zementis

Software AG
OneScore

OneScore

Equifax for FinTech
PolyAnalyst

PolyAnalyst

Megaputer Intelligence

Categories

Categories

Predictive Analytics Features

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

Artificial Intelligence Features

Chatbot
For eCommerce
For Healthcare
For Sales
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Business Intelligence Features

Ad Hoc Reports
Benchmarking
Budgeting & Forecasting
Dashboard
Data Analysis
Key Performance Indicators
Natural Language Generation (NLG)
Performance Metrics
Predictive Analytics
Profitability Analysis
Strategic Planning
Trend / Problem Indicators
Visual Analytics

Statistical Analysis Features

Analytics
Association Discovery
Compliance Tracking
File Management
File Storage
Forecasting
Multivariate Analysis
Regression Analysis
Statistical Process Control
Statistical Simulation
Survival Analysis
Time Series
Visualization

Integrations

CREDITONLINE
Rapidminer
Rapidminer Monarch
Rapidminer Panopticon
Rapidminer SLC
Ultimus Digital Process Automation Suite

Integrations

CREDITONLINE
Rapidminer
Rapidminer Monarch
Rapidminer Panopticon
Rapidminer SLC
Ultimus Digital Process Automation Suite
Claim GiniMachine and update features and information
Claim GiniMachine and update features and information
Claim Rapidminer Knowledge Studio and update features and information
Claim Rapidminer Knowledge Studio and update features and information