biased-data

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gnyanesh-bangaru / loss-analysis-cka

This work is a analysis of representations acquired for standard, OOD and Biased data on numerous objective functions.

deep-learning neural-networks image-classification representation-learning loss-functions out-of-distribution biased-data out-of-distribution-generalization

Updated Nov 11, 2022
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Risdorn / Recipe-for-Rating

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"Recipe for Rating" predicts food ratings using machine learning. Developed for the IITM MLP project, it achieved a top score of 0.78288 (Version 16) and ranked 118 in a Kaggle competition. The dataset was highly biased with ratings of 1 and 2 at ~1.3% each, 0 and 4 at ~9.1% each, and 5 at 76.05%.

machine-learning kaggle-competition multiclass-classification biased-data