misclassification

There are 1 repository under misclassification topic.

• influenciae

  deel-ai / influenciae

  👋 Influenciae is a Tensorflow Toolbox for Influence Functions

  influence-functionsexplainable-aiexplainabilityoutlier-detectionmisclassificationfairness-ai
  Language:Python 54
• failure_detection_benchmark

  melanibe / failure_detection_benchmark

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

  medical-image-classificationmisclassificationmisclassification-detectionuncertainty-quantification
  Language:Jupyter Notebook 20

• BrianRolek / Misclassification-models

  Occupancy models that account for misclassifications.

  detectionfalse-negativesfalse-positivesmisclassificationoccupancywildlife
  Language:HTML 2

• dhaine / misclass

  Sampling Strategies to Control Misclassification Bias in Longitudinal Udder Health Studies

  biasepidemiologyimimisclassificationrr-packageveterinary
  Language:R 2

• ejikeugba / gofcat

  Goodness-of-fit tests for categorical response models

  hosmer-lemeshow-testlipsitz-testpulkstenis-robinson-testbrant-testlikelihood-ratio-testproportional-odds-testpseudo-r2brier-scoreslog-loss-score-metricmisclassificationlogistic-regressionordinal-regression
  Language:R 2

• huyen-nguyen / VAST2020mc2

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

  visualizationvisual-analyticsmisclassification
  Language:Jupyter Notebook 2

• lboe23 / Outcome-Error-RC

  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)

  survival-analysismeasurement-errordiscrete-timemisclassificationproportional-hazards
  Language:R 1

• QihuangZhang / GeneErrorMis

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

  rpackagemeasruementmisclassification
  Language:C++ 1

• azlin135 / people-analytics-coursework

  Coursework People Analytics - Misclassified Cases of a ML model

  mlmodelmisclassificationbiasdashboardbokeh
  Language:Jupyter Notebook 0

• dhaine / cohortBias

  Selection and Misclassification Biases in Longitudinal Studies

  biasepidemiologylongitudinalmisclassificationr
  Language:TeX 0

• dhaine / plotBias

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

  biasepidemiologymisclassification
  Language:R 0

• kk289 / Predicting-Credit-Defaults

  Machine Learning: Group Project

  accuracy-scoreboosting-algorithmsgeneralized-linear-modelslinear-discriminant-analysislogistic-regressionmachine-learning-algorithmsmisclassificationquadratic-discriminant-analysisrandom-forest
  Language:R