misclassification

👋 Influenciae is a Tensorflow Toolbox for Influence Functions

Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.

🏆 VAST Mini-Challenge 2 Award: Detailed Analysis of Patterns of Misclassification (Honorable Mention)

Occupancy models that account for misclassifications.

Sampling Strategies to Control Misclassification Bias in Longitudinal Udder Health Studies: Moved to codeberg.org/dhaine/misclass

Goodness-of-fit tests for categorical response models

GeneErrorMis: R Package of Addressing Measurement Error and Misclassification in Bivariate Response Models

Outcome misclassification in a simulated randomized controlled trial

Code for simulation studies in "An approximate quasi-likelihood approach for error-prone failure time outcomes and exposures", Boe et al. (2021) (https://doi.org/10.1002/sim.9108)

Coursework People Analytics - Misclassified Cases of a ML model

Selection and Misclassification Biases in Longitudinal Studies

Machine Learning: Group Project

Plotting effect of bias, from Copeland et al., 1977 and Flegal et al., 1986 papers

Exploring which cat breeds are most frequently misclassified as dogs by CNN models.

[ICPR'26] Explaining the causes of misclassification in images and proposing new evaluation metrics

Detect AI-generated images and photo edits offline using multi-dimensional analysis and error level detection in a Chrome extension.