SCDF
The premium Open Source alternative to Scikit-learn
🎯 Best for:Face recognition and scene classification on non-linear datasets.
What is SCDF?
Integrates decision tree classifiers into sparse coding to handle highly nonlinear data recognition tasks. Uses an ensemble framework to alternatively learn dictionaries and decision trees for improved classification.
Tech Stack
MATLABAI, ML & Data
Why SCDF?
- • Handles non-linear data
- • Improved discrimination
- • Ensemble learning stability
Limitations
- • High training time
- • Complex implementation
- • Research-grade code
9/25/2023
Last Update
2
Forks
0
Issues
Unknown
License
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Competitor Cost
-$1,440
/ year (est. based on Scikit-learn)
Self-Hosted
$0
/ year
Team Size10 Users
150+
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