Leave-one-out Cross-validation for regression models
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Apr 5, 2023 - R
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loocv
Here are 13 public repositories matching this topic...
Weighted and iterative KDE to improve outlier detection
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Aug 22, 2019 - Python
Repository containing my coursework in R showing my proficiency in a variety of machine learning algorithims.
machine-learning r regression ensemble-learning decision-trees polynomial-regression knn lasso-regression loocv gam-model
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Apr 18, 2024
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?
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Apr 26, 2022 - Jupyter Notebook
Wine Goodness Prediction
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Dec 5, 2019 - MATLAB
General methods for machine learning for digital biomarker discovery.
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Aug 5, 2022 - Jupyter Notebook
This project aims to understand and implement all the cross validation techniques used in Machine Learning.
monte-carlo cross-validation leave-one-out-cross-validation loocv k-fold-cross-validation stratified-cross-validation hold-out-cross-validation
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Jan 21, 2022 - Jupyter Notebook
Data Mining project (Fall2023) involving the classification and clustering of Sars-Cov-2 gene expression RNA-seq data
random-forest gene-expression feature-selection pca dimensionality-reduction logistic-regression decision-trees normalization hierarchical-clustering k-means-clustering bioconductor-package discriminant-analysis loocv k-fold-cross-validation
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Feb 17, 2024 - R
Prediction of Sales Prices of Houses
data-science jupyter-notebook data-visualization data-engineering data-analytics xgboost data-analysis prediction-algorithm elasticnet ames-housing xgboost-regression loocv ames-housing-dataset elastic-net-regression ames-dataset
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Mar 2, 2024 - Jupyter Notebook
Data is a Drag: Exploring Classical Machine Learning Algorithms on Small and Imbalanced Datasets
machine-learning-algorithms cross-validation logistic-regression decision-trees naive-bayes-classification kfold-cross-validation loocv
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May 9, 2023 - Jupyter Notebook
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.
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Dec 2, 2024 - Python
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.
data-science machine-learning r rmarkdown naive-bayes-classifier bayesian lda classification-algorithm knn-classifier loocv
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Mar 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
rstudio cross-validation pca-analysis predictive-modeling fraud-detection kolmogorov-smirnov classification-model loocv
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Feb 19, 2019 - R
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