Leave-one-out Cross-validation for regression models

• UpdatedApr 5, 2023
• R

Weighted and iterative KDE to improve outlier detection

• UpdatedAug 22, 2019
• Python

This project aims to understand and implement all the cross validation techniques used in Machine Learning.

• UpdatedJan 21, 2022
• Jupyter Notebook

What if we could leverage the many Disney intellectual properties and continue to earn revenue for an extended amount of time after the initial movie release?

• UpdatedApr 26, 2022
• Jupyter Notebook

Repository containing my coursework in R showing my proficiency in a variety of machine learning algorithims.

• UpdatedApr 18, 2024

Wine Goodness Prediction

• UpdatedDec 5, 2019
• MATLAB

General methods for machine learning for digital biomarker discovery.

• UpdatedAug 5, 2022
• Jupyter Notebook

Prediction of Sales Prices of Houses

• UpdatedMar 2, 2024
• Jupyter Notebook

Data Mining project (Fall2023) involving the classification and clustering of Sars-Cov-2 gene expression RNA-seq data

• UpdatedFeb 17, 2024
• R

Data is a Drag: Exploring Classical Machine Learning Algorithms on Small and Imbalanced Datasets

• UpdatedMay 9, 2023
• Jupyter Notebook

Using Linear and Quadratic discriminant analysis, KNN and Naive Bayes to develop a tool that can classify wines into one of the three types based on the other variables provided.

• UpdatedMar 15, 2022

Built LDA and QDA models on variables obtained from Principal Component Analysis (PCA) and Kolmogorov-Smirnov (KS) and tuned by leave-one-out cross-validation (LOOCV) to predict fraudulent online advertising click traffic

• UpdatedFeb 19, 2019
• R

Action recognition with lSTM and GRU on ucf11 dataset with leave-one-out cross-validation(LOOCV) which is used in "Temporal Relations of Informative Frames in Action Recognition" article.

• UpdatedDec 2, 2024
• Python