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Overview
This is an application for checking the quality of data for machine learning.
To run this application, the installation of .NET Desktop Runtime 7.0.7 or later is required. If prompted to install at startup, please follow the instructions to install.
The application evaluates data on the following items using a proprietary algorithm:
- Analysis of explanatory variable leakage
- Analysis of causal relationships between variables
- Analysis of noise data in the data (only for categorical data)
- Analysis of difficult-to-classify data in the data (only for categorical data)
- Detection of extrapolation data in the evaluation dataset (only for categorical data) **New!**
The results of the causal analysis can be output in the dot format for Graphviz. Visualization of causal relationships should be performed separately with Graphviz.
At this point, only the functionality is released, and the help feature is minimally implemented. These will be implemented sequentially.
Please note that not all data patterns can be analyzed by this program, and there is a possibility of obtaining inappropriate results.
For the time being, this application is released as a free version. We are considering making it a paid service in the future, but the schedule is undecided. After it becomes a paid service, you will be able to purchase a subscription through the application. Subscriptions from the Microsoft Store can be bought by pressing a button within the application.
Caution
To utilize the features effectively, knowledge of data analysis is required.
What's new
- Improved the method for inferring data types in CSV files.
- Additionally, minor bugs have been fixed.
Additional Information
- Developed by Fuuta System Service LLC.
- Version 2025.02.13
-
Requires
Available on: PC, Mobile, Surface Hub, HoloLens
OS: Windows 10 version 17763.0 or higher
Keyboard: Not specified
Mouse: Not specified
Memory: 8 GB
- Published 2024-02-01
- Size 71.92 MB
- File Type appx/msix
-
Language
English (United States)
Japanese -
Permissions
Uses all system resources
- Microsoft Store ID 9nkdj0htj29p
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How to download and install Machine Learning Data Checker from the Microsoft
Method 1: Download and Install via the Microsoft Store
This is the most straightforward and secure way to get Machine Learning Data Checker.Step 1: Open the Microsoft Store
Step 2: Search for Machine Learning Data Checker
Step 3: Download and Install
Step 4: Access the App
Method 2: Download from the Official Microsoft Website
If you prefer downloading directly from the web, you can use the official Microsoft website.Step 1: Visit the Machine Learning Data Checker Page
Step 2: Download the App
Step 3: Install Machine Learning Data Checker
Step 4: Use Machine Learning Data Checker
Tips for a Smooth Installation
Conclusion:
Both methods ultimately utilize the Microsoft Store, ensuring the app's safety and reliability. Whether you prefer browsing within the Store or starting via the website, both approaches lead you to successfully download and install Machine Learning Data Checker.Machine Learning Data Checker FAQs
How to download and Install Machine Learning Data Checker on Windows PC via the NWindows Store
How to Search and Download Machine Learning Data Checker for PC Windows?