Prediction results of the stacking model. حسب Wenguang Li (6528113)

"…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …"

Dataset for Fine-Tuning Code Generation Models: Kannada-English Algorithmic Statements and Python Code حسب Goutami Sooda (20714729)

Bayesian Geostatistics Using Predictive Stacking حسب Lu Zhang (50563)

"…<p>We develop Bayesian predictive stacking for geostatistical models, where the primary inferential objective is to provide inference on the latent spatial random field and conduct spatial predictions at arbitrary locations. …"

Algorithm for generating hyperparameter. حسب Balraj Preet Kaur (20370832)

الموضوعات:

Data and code resources. حسب Sam Hall-McMaster (10343795)

A basic demonstration of the stacking ensemble technique. حسب Mohd Sakib (20565228)

الموضوعات:

Results of machine learning algorithm. حسب Balraj Preet Kaur (20370832)

الموضوعات:

Genetic algorithm flowchart. حسب Wenguang Li (6528113)

"…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …"

ROC comparison of machine learning algorithm. حسب Balraj Preet Kaur (20370832)

الموضوعات:

SHAP of stacking. حسب Wenguang Li (6528113)

"…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …"

Comparison of prediction results from multiple models. حسب Wenguang Li (6528113)

The Search process of the genetic algorithm. حسب Wenguang Li (6528113)

"…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …"

The framework of Genetic algorithm for hyper-parameter optimization. حسب Balraj Preet Kaur (20370832)

الموضوعات:

Flowchart of the stacking method. حسب Tingting Tong (11993299)

Predicted miRNA data using ShortStack. حسب Mohammad Hossein Pakdel (19837942)

Genetic algorithm iteration data chart. حسب Wenguang Li (6528113)

"…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …"

Stacking confusion matrix. حسب Wenguang Li (6528113)

"…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …"

Stacking schematic diagram. حسب Wenguang Li (6528113)

"…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …"

The parameter setting of the evolutionary neural network. حسب Wenbing Shi (5806160)

الموضوعات:

The genome coding scheme. حسب Wenbing Shi (5806160)

الموضوعات: