Nana Abeka Otoo's Projects
Code for the paper Learning on the border: active learning in imbalanced data classification.
Implementation of Beyond Neural Scaling beating power laws for deep models and prototype-based models
End-to-end implementation of banknotes authentication using advanced prototype-based model classification by components model dockerized and deployed on the Heroku platform as a service cloud.
code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers
Prototype based ML implementation for ascertaing the confidence of predicted labels from the Learning Vector Quantization family of advanced machine learning classification algorithms.
Pythonic command line arguments parser, that will make you smile
Master Thesis on Determining of Classification Label Security/Certainty
End-to-end implementation of Malaria detection using deep-cnn prior feature map extractor plus svm, rf, xgboost, rslvq and celvq with options for soft and hard ensemble for the prototype-based models using prosemble ML package
Prototype based ML implementation for Multiple reject thresholds for improving classification reliability
Code for the paper Mutation Validation for Learning Vector Quantization.
A python project for prototype-based feature selection
A python package for prototype-based machine learning models
Code for the Paper Prototype-based Feature selection with the Nafes Package
Code for the paper Prototype-Based Soft Feature Selection Package.
A python package for soft feature selection