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leave-one-out-cross-validation

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brainhack-school2020 / abide-fmri

Star 35

Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.

plotly cross-validation reproducible-science project-management autism fmri jupyter-notebooks nilearn scikitlearn-machine-learning leave-one-out-cross-validation abide-data kfold-cross-validation resting-state-fmri preparation-script cv-classifier brainhack-school support-vector-classification group-kfold-cross-validation
  • Updated Aug 3, 2023
  • Jupyter Notebook
Machine-Learning-Toolbox

JingweiToo / Machine-Learning-Toolbox

Star 22

This toolbox offers 8 machine learning methods including KNN, SVM, DA, DT, and etc., which are simpler and easy to implement.

data-science random-forest naive-bayes machine-learning-algorithms cross-validation classification gaussian-mixture-models support-vector-machine confusion-matrix decision-tree linear-discriminant-analysis holdout ensemble-classifier leave-one-out-cross-validation k-nearest-neighbor
  • Updated Jan 10, 2021
  • MATLAB

Mashghdoust / Classifying-EEG-signals-by-extracting-features-from-a-moving-time-window-using-different-ML-models

Star 1

In this project I have extarcted 30 time and frequancy features from EEG signals (of left hand and right hand moving) in an espicific time window. Then using PCA i have decreased the features dimension to 10. Then I have quarried different methdos of ML: KNN(1,3,5,6), SVM(Linear kernel, Gaussian kernel), LDA, Naive bayes on different time windows.

machine-learning signal-processing svm naive-bayes eeg lda knn leave-one-out-cross-validation
  • Updated Jul 27, 2023
  • MATLAB

Akash1070 / Machine-Learning-

Star 0

Learning Machine Learning Through Data

python data-science machine-learning naive-bayes linear-regression logistic-regression support-vector-machine random-search k-nearest-neighbours hierarchical-clustering receiver-operating-characteristic k-means-clustering leave-one-out-cross-validation area-under-curve bootstrap-sampling k-fold-cross-validation underfitting-overfitting grid-search-cv ensemble-techniques
  • Updated Sep 7, 2022
  • Jupyter Notebook

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