A Knn algorithm used for train a model and prediction
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Feb 17, 2019 - Python
#
nested-cross-validation
Here are 30 public repositories matching this topic...
Nested Cross-Validation for Bayesian Optimized Gradient Boosting
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Apr 7, 2020 - Python
Nested Cross-Validation for Bayesian Optimized Linear Regularization
ridge-regression bayesian-optimization elasticnet lasso-regression shrinkage nested-cross-validation
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May 21, 2020 - Python
Python package customizing nested cross validation for tabular data.
machine-learning sklearn tabular-data cross-validation regression xgboost mixed-effects regression-models nested-cross-validation mixed-effects-models grouped-datasets neptune-ai regression-
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Sep 4, 2024 - Python
Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles
machine-learning scikit-learn classification ensemble predictive-modeling interpretation multimodal nested-cross-validation
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Oct 30, 2024 - Python
Many Objective Feature Selection for Intrusion Detection Systems
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Jun 22, 2025 - Python
Leakage-safe model-selection forge: proper pipelining buys a preprocessing-leakage correction, nested cross-validation buys a selection-bias correction — measured against a held-out oracle with a random-label null. Offline-first, from-scratch estimators (numpy only).
python machine-learning reproducible-research scikit-learn tabular-data cross-validation model-selection automl nested-cross-validation data-leakage
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Jun 23, 2026 - Python
Computational Biology With Clicks!
docker aws benchmarking string heatmap machine-learning-algorithms feature-selection gui-application gene-annotation rnaseq combat transcriptomics venn feature-importance rpy2 nested-cross-validation microarrays fastapi gene-algorithm multi-gene-model
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Jul 3, 2026 - Python
End-to-end MLOps pipeline predicting corporate bankruptcy from 95 financial ratios. Features nested CV, SHAP explainability, MLflow tracking, and Dockerized FastAPI deployment.
docker machine-learning xgboost smote nested-cross-validation mlops bankruptcy-prediction mlflow shap fastapi optuna financial-risk
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Aug 10, 2026 - Python
Sleep stage classification from Sleep-EDF EEG signals using a leakage-safe, subject-grouped nested cross-validation pipeline with MLflow-tracked reproducibility.
machine-learning scikit-learn eeg sleep-staging nested-cross-validation mlflow biomedical-signal-processing sleep-edf
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Aug 14, 2026 - Python
운수종사자 운전적성정밀검사 위험군 라벨 예측 연구의 재현 코드와 집계 결과
machine-learning reproducible-research calibration voting-classifier transportation-safety nested-cross-validation shap risk-screening driver-aptitude-test
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Aug 15, 2026 - Python
Interpretable hierarchical machine learning for small-sample prediction of surface and tribological responses in electrical discharge machining.
machine-learning scikit-learn small-dataset interpretable-ml tribology nested-cross-validation surface-roughness electrical-discharge-machining manufacturing-ai
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Aug 23, 2026 - Python
Routines to perform cross-validation and nested cross-validation using data transformations
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Aug 25, 2026 - Python
Leakage-safe nested classifier comparison on the UCI Heart Disease dataset.
machine-learning scikit-learn pipelines healthcare classification uci-machine-learning nested-cross-validation
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Aug 28, 2026 - Python
Reproducible cross-validation sensitivity audit of protected-feature construction in a public WT2D microbiome benchmark.
feature-selection microbiome reproducibility model-evaluation nested-cross-validation research-software
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Sep 3, 2026 - Python
NSGA-II feature selection vs matched-budget random subsets, filters and knockoffs under nested CV: the inner-CV advantage does not survive to held-out data.
bioinformatics feature-selection multi-objective-optimization evolutionary-computation nsga-ii nested-cross-validation knockoffs
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Sep 16, 2026 - Python
Leakage-aware reproducible benchmark for tabular stroke-risk prediction
machine-learning scikit-learn reproducibility class-imbalance nested-cross-validation data-leakage stroke-prediction
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Sep 24, 2026 - Python
Reproducible metabolomics classification research: subject-separated nested CV, model comparisons and an interactive synthetic-data showcase.
python machine-learning bioinformatics jupyter reproducible-research scikit-learn metabolomics parkinsons-disease parkinson-disease nested-cross-validation
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Sep 25, 2026 - Python
Credit default prediction on the FICO HELOC data: decoding special-value missingness, nested cross-validation, penalised logistic regression vs RBF-kernel SVM, calibration and interpretation
python machine-learning svm scikit-learn calibration logistic-regression credit-scoring credit-risk nested-cross-validation
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Sep 26, 2026 - Python
Metabolome-based ICI outcome prediction model
machine-learning biomarker logistic-regression metabolomics nested-cross-validation immune-checkpoint-inhibitor
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Sep 29, 2026 - Python
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