The Pseudo-Code of the IRBMO Algorithm. حسب Chenyi Zhu (9383370)

"…To adapt to the feature selection problem, we convert the continuous optimization algorithm to binary form via transfer function, which further enhances the applicability of the algorithm. …"

Figure shows normalized root mean square error (NRMSE) of the two-level model for each patient. حسب Jari Turkia (17912475)

IRBMO vs. meta-heuristic algorithms boxplot. حسب Chenyi Zhu (9383370)

"…To adapt to the feature selection problem, we convert the continuous optimization algorithm to binary form via transfer function, which further enhances the applicability of the algorithm. …"

IRBMO vs. feature selection algorithm boxplot. حسب Chenyi Zhu (9383370)

"…To adapt to the feature selection problem, we convert the continuous optimization algorithm to binary form via transfer function, which further enhances the applicability of the algorithm. …"

Personal algorithmic recommendations of potassium and phosphorous intake and the corresponding concentration predictions. حسب Jari Turkia (17912475)

Personal recommendations of potassium and phosphorous intake () based on cross-validation predictions of nutrition effects, . Other parameters of the figure are similar to in-sampl... حسب Jari Turkia (17912475)

Data collection during the patients’ usual treatment routine. حسب Jari Turkia (17912475)

Conceptual model for pathways and genes determining cholesterol plasma levels used van de Pas and colleagues [9], [10]. حسب Francesco Reggiani (5727733)

Correlation plot of matrix C_<i>g</i> that includes the estimated within-model and cross-model correlations in level of dialysis treatment. حسب Jari Turkia (17912475)

Posterior predictive check (PPC) of the final nutritional effect model. حسب Jari Turkia (17912475)

Structure of the graphical model with general, treatment, and personal level nutrient effects. حسب Jari Turkia (17912475)

Correlation plot of matrix C_<i>b</i> that includes the estimated within-model and cross-model correlations of personal effects. حسب Jari Turkia (17912475)

Detailed intake recommendation for Patient 36. حسب Jari Turkia (17912475)

Intake levels of potassium and phosphorous from the collected food records and their observed effects on these concentrations. حسب Jari Turkia (17912475)

The comparison of the accuracy score of the benchmark and the proposed models. حسب Uğur Ejder (22683228)

The prediction accuracy of simple versus hybrid models. حسب Uğur Ejder (22683228)

The most effective active substances for subfertility treatment. حسب Uğur Ejder (22683228)

Flow diagram of the conversion of drugs into active substances. حسب Uğur Ejder (22683228)

ROC and PR–AUC curves of the ABC–LR–RF hybrid model for IVF outcome prediction. حسب Uğur Ejder (22683228)

The accuracy score change matrix following model development. حسب Uğur Ejder (22683228)