Nested Cross-Validation for Bayesian Optimized Gradient Boosting
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Apr 7, 2020 - Python
#
nested-cross-validation
Here are 31 public repositories matching this topic...
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
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
Predict antidepressant (SSRI) response from resting-state EEG
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Oct 9, 2026 - 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
Physics-informed knot decoder for short-crack growth curves (synthetic demo, M.Sc. thesis method)
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Oct 29, 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
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
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
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
CRT responder prediction — 37-model AI benchmark (nested repeated-stratified CV, resampling robustness, SHAP). Clinical raw patient data excluded from repo.
python benchmark machine-learning scikit-learn crt nested-cross-validation shap clinical-prediction cardiac-resynchronization-therapy
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Oct 14, 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
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
Governance-first, leakage-resistant predictive modelling for Gazepoint research workflows in Python.
python machine-learning reproducible-research open-science calibration eye-tracking predictive-modeling model-validation conformal-prediction nested-cross-validation data-leakage research-software gazepoint model-governance group-aware-cross-validation gazepoint-gp3
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Oct 21, 2026 - 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
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
Many Objective Feature Selection for Intrusion Detection Systems
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Jun 22, 2025 - Python
Routines to perform cross-validation and nested cross-validation using data transformations
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Aug 25, 2026 - Python
Leakage-aware cervical biopsy prediction with nested group-aware cross-validation.
machine-learning bioinformatics reproducible-research scikit-learn biostatistics xgboost nested-cross-validation medical-data-science
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Oct 9, 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
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