Amputation mechanisms. حسب Elena Albu (15181070)

"…The algorithm iteratively imputes variables using random forests until a convergence criterion, unified for continuous and categorical variables, is met. …"

Real datasets description. حسب Elena Albu (15181070)

"…The algorithm iteratively imputes variables using random forests until a convergence criterion, unified for continuous and categorical variables, is met. …"

Details on imputation methods in R or python. حسب Elena Albu (15181070)

"…The algorithm iteratively imputes variables using random forests until a convergence criterion, unified for continuous and categorical variables, is met. …"

Comparison procedure steps. حسب Elena Albu (15181070)

"…The algorithm iteratively imputes variables using random forests until a convergence criterion, unified for continuous and categorical variables, is met. …"

Simulated datasets description. حسب Elena Albu (15181070)

"…The algorithm iteratively imputes variables using random forests until a convergence criterion, unified for continuous and categorical variables, is met. …"

The confusion matrix of the models in the test set. حسب Jingru Dong (14076094)

الموضوعات:

Univariate and multivariate logistic regression analysis. حسب Jingru Dong (14076094)

الموضوعات:

Schematic diagram of fusion model based on voting mechanism. حسب Jingru Dong (14076094)

الموضوعات:

List of abbreviations. حسب Jingru Dong (14076094)

الموضوعات:

Heat map of the correlation of features. حسب Jingru Dong (14076094)

الموضوعات:

Comparison of Ten-fold Cross validation metrics for various machine learning models. حسب Jingru Dong (14076094)

الموضوعات:

Box plot comparing the average and standard deviation of indicators. حسب Jingru Dong (14076094)

الموضوعات:

Experimental environment configuration table. حسب Jingru Dong (14076094)

الموضوعات:

Clinical and pathological characteristics of the study subjects. حسب Jingru Dong (14076094)

الموضوعات:

Pseudocode for machine learning models. حسب Jingru Dong (14076094)

الموضوعات:

Base learner parameters. حسب Jingru Dong (14076094)

الموضوعات:

The learning curve of each machine learning prediction model. حسب Jingru Dong (14076094)

الموضوعات:

Modeling flowchart. حسب Jingru Dong (14076094)

الموضوعات:

Distribution of clinical pathological features in training and testing sets. حسب Jingru Dong (14076094)

الموضوعات:

Errors (deviations from true values); median and IQR bars. حسب Elena Albu (15181070)