Tag: Model selection

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Recent Related Articles to Model selection

Enhancing healthcare AI stability with edge computing and machine learning for extubation ...

Added to Collection on: 2025-05-22 19:53:11

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Model selection
Information theory
Decision trees
Data compression
Complex systems theory
Entropy
Information gain
Kullback–Leibler divergence
Cross-validation
Feature selection
Raspberry Pi

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Accurate Prediction of Heart Disease Based On Multiple Layers Optimized Machine ...

Added to Collection on: 2025-06-14 17:21:39

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Cybernetics
Hyperparameter
Machine learning
Model selection
Artificial intelligence
Perceptron
Subsea Internet of Things

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Leveraging self attention driven gated recurrent unit with crocodile optimization algorithm for ...

Added to Collection on: 2025-07-04 17:10:14

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Dimension reduction
Feature selection
Model selection
Normalization
Fixed effects model

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Machine learning with the body roundness index and associated indicators - BMC Public Health

Added to Collection on: 2025-08-01 16:03:08

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Model selection
Machine learning
Statistical classification
Cybernetics
Definition
Cross-validation
Training, validation, and test data sets
New York Mets
Decision tree
Predictive modelling
LightGBM
Feature selection

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Multimodal ensemble machine learning predicts neurological outcome within three hours ... - Nature

Added to Collection on: 2025-08-13 17:06:48

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Machine learning
Model selection
Statistical classification
Computational neuroscience
Free and open-source software
Cross-validation
Hyperparameter optimization
Neural network
Hyperparameter
Gradient boosting
Optuna
Calibration

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Utility of the continuous spectrum formed by pathological states in characterizing disease properties

Added to Collection on: 2025-08-29 15:08:10

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Machine learning
Model selection
Bayesian statistics
Hyperparameter
Sensitivity analysis
Bioinformatics

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A new ensemble heart attack diagnosis (EHAD) model using artificial intelligence techniques

Added to Collection on: 2025-09-15 10:37:32

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Machine learning
Model selection
Cross-validation
Hyperparameter optimization
Hyperparameter
Long short-term memory
Neural network
Support vector machine
Training, validation, and test data sets

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A machine learning approach to identify patients at risk for long-term consequences after ...

Added to Collection on: 2025-09-24 21:44:11

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Machine learning
Hypertension
Validity
Model selection
Chronic thromboembolic pulmonary hypertension
Statistical models
Cross-validation
Thromboembolism
Missing data
Statistical model validation
Imputation
Pulmonary hypertension

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Development and validation of a machine learning-based risk prediction model for post ...

Added to Collection on: 2025-09-26 18:32:13

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Ensemble learning
Machine learning
Model selection
Gradient boosting
XGBoost
Cross-validation
Boosting
LightGBM
Lasso
Support vector machine
Regularization
Hyperparameter optimization

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Ki-67 Prediction in Breast Cancer: Integrating Radiomics from Automate | BCTT

Added to Collection on: 2025-10-11 22:26:27

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Machine learning
Model selection
Radiomics
Cybernetics
Imaging biomarker
Cross-validation
Mammography
Ki-67
Overfitting
Feature selection
United States

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