nested-cross-validation

There are 0 repository under nested-cross-validation topic.

GauravPandeyLab / eipy
Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles
machine-learning nested-cross-validation scikit-learn classification ensemble interpretation multimodal predictive-modeling
Language:Python 21
nickkunz / nestedhyperboost
Nested Cross-Validation for Bayesian Optimized Gradient Boosting
nested-cross-validation bayesian-optimization gradient-boosting xgboost lightgbm catboost
Language:Python 20
ercbk / nested-cross-validation-comparison
Experimenting with various implementations and methods of nested cross-validation in R and Python
cross-validation nested-cross-validation rstats python
Language:R 16
nickkunz / nestedhyperline
Nested Cross-Validation for Bayesian Optimized Linear Regularization
nested-cross-validation bayesian-optimization ridge-regression lasso-regression elasticnet shrinkage
Language:Python 3
Lacerdash / Nested-Cross-Validation
Using scikit-learn RandomizedSearchCV and cross_val_score for ML Nested Cross Validation
cross-validation cross-validation-score hyperparameter-tuning machine-learning nested-cross-validation randomizedsearchcv sckit-learn vitrinedev
Language:Jupyter Notebook 2
Pantzan / KNearestNeighbor
A Knn algorithm used for train a model and prediction
python machine-learning k-nearest-neighbours classification nested-cross-validation
Language:Python 2
radlfabs / flexcv
Python package customizing nested cross validation for tabular data.
cross-validation grouped-datasets machine-learning mixed-effects mixed-effects-models neptune-ai nested-cross-validation regression regression-regression-models sklearn tabular-data xgboost
Language:Python 2
Lacerdash / ML-for-Churn-predicting
churn-analysis churn-prediction classification-algorithm cross-validation eda etl machine-learning nested-cross-validation
Language:Jupyter Notebook 1
lukebella / SpotifyRegression
Implementation of (Kernel) Ridge Regression predictors from scratch on Kaggle's Spotify Tracks Dataset.
kaggle kernel-ridge-regression machine-learning nested-cross-validation python ridge-regression
Language:Jupyter Notebook 1
ncaptier / nested_cross_val
Python implementation of a nested cross-validation pipeline compatible with scikit-learn API.
nested-cross-validation
Language:Jupyter Notebook 1
Serfati / covid_bloodtest
❤️ 🩸 Blood test classifier for infected COVID-19 patients using xgb, catboost, rf and lr
catboost colab-notebook jupyter-notebook lightgbm logistic-regression nested-cross-validation random-forest shap smote-sampling xgboost
Language:Jupyter Notebook 1
attilalr / cv_with_transforms
Routines to perform cross-validation and nested cross-validation using data transformations
cross-validation machine-learning nested-cross-validation oversampling smote undersampling
Language:Python 0
benitezfj / maofs
Many Objective Feature Selection for Intrusion Detection Systems
evolutionary-algorithms feature-selection many-objective-optimization nested-cross-validation
Language:Python 0
BHPepper / HormoneTherapy-DSS-BreastCancer
Hormone Therapy Decision Support System for Breast Cancer
genomic-data-science decision-support-system r rshinyapp rmarkdown big-data dataintegration multi-stage metafeatures data-imputation nested-cross-validation dimension-reduction lasso-regression logistic-regression roc-curve
Language:R 0
glyspy / MLCB-Binary-Classification-Diabetes
Nested cross-validation implementation for the binary classification of healthy vs. diabetic patients.
classification diabetes-prediction machine-learning nested-cross-validation python
Language:Jupyter Notebook 0
HealthyData-Hub / Diagnosis-of-Breast-Cancer
To utilize the Breast Cancer Wisconsin Dataset for machine learning purposes. The aim is to diagnose breast cancer by employing a supervised binary, distance-based classifier (K Nearest Neighbours), which will classify cases as either benign or malignant.
breast-cancer-prediction confusion-matrix data-science-projects hyper-parameter-optimization knn-classification machine-learning nested-cross-validation
Language:Jupyter Notebook 0
PouyaRepos / Spam_detection
Detecting anomalies (spams) by fitting several models
decision-tree k-nearest-neighbor-classifier logistic-regression machine-learning nested-cross-validation neural-network random-forest singular-value-decomposition
Language:Jupyter Notebook 0
TienNguyen93 / drug-discovery
Drug discovery with ML and DL approach
bioinformatics lstm-neural-networks machine-learning nested-cross-validation random-forest rnn smiles-strings
Language:Jupyter Notebook 0
acelyavul / DryBean-ML-Pipeline
Machine learning pipeline on Dry Bean Dataset including preprocessing, feature extraction (PCA & LDA), classification models, and nested cross-validation evaluation.
data-preprocessing dry-beans-dataset lda machine-learning nested-cross-validation pca scikit-learn
Language:Jupyter Notebook
definecoder / omicML-server
Computational Biology With Clicks!
aws docker fastapi feature-selection gene-algorithm gui-application machine-learning-algorithms microarrays nested-cross-validation rnaseq string transcriptomics multi-gene-model benchmarking combat feature-importance gene-annotation heatmap rpy2 venn
Language:Python
GiatrasKon / Diabetes-Prediction-ML-Pipeline
Comprehensive Object-Oriented Programming Python implementation of a machine learning pipeline for diabetes prediction, featuring nested cross-validation, Bayesian hyperparameter optimization, and robust preprocessing for accurate and reliable outcomes.
diabetes-prediction feature-selection gaussian-naive-bayes health-data hyperparameter-optimization jupyter-notebook k-nearest-neighbours linear-discriminant-analysis logistic-regression machine-learning matthews-correlation-coefficient model-evaluation nested-cross-validation object-oriented-programming optuna pca precision-recall-curve python scikit-learn support-vector-machines
Language:Jupyter Notebook
lucasbalponti / otimizacao-de-modelos-ml-atraves-de-hiperparametros
data-science hyperparameter-optimization machine-learning nested-cross-validation python vitrinedev
Language:Jupyter Notebook
mettlrob / FoDS-Diabetes-Diagnosis
ML-models, Prediction, Onset of Diabetes, PIMA Indian Dataset, Baseline-model
baseline-model diabetes-prediction machine-learning nested-cross-validation pima-indians-dataset pipeline
Language:Jupyter Notebook
mikymaione / HousingPrices
nested-cross-validation pca-analysis prediction-algorithm ridge-regression
Language:Jupyter Notebook

nested-cross-validation

GauravPandeyLab / eipy

nickkunz / nestedhyperboost

ercbk / nested-cross-validation-comparison

nickkunz / nestedhyperline

Lacerdash / Nested-Cross-Validation

Pantzan / KNearestNeighbor

radlfabs / flexcv

Lacerdash / ML-for-Churn-predicting

lukebella / SpotifyRegression

ncaptier / nested_cross_val

Serfati / covid_bloodtest

attilalr / cv_with_transforms

benitezfj / maofs

BHPepper / HormoneTherapy-DSS-BreastCancer

glyspy / MLCB-Binary-Classification-Diabetes

HealthyData-Hub / Diagnosis-of-Breast-Cancer

PouyaRepos / Spam_detection

TienNguyen93 / drug-discovery

acelyavul / DryBean-ML-Pipeline

definecoder / omicML-server

GiatrasKon / Diabetes-Prediction-ML-Pipeline

lucasbalponti / otimizacao-de-modelos-ml-atraves-de-hiperparametros

mettlrob / FoDS-Diabetes-Diagnosis

mikymaione / HousingPrices