Feature selection using Boruta algorithm. حسب Shayla Naznin (13014015)

"…Feature selection was performed using the Boruta algorithm and model performance was evaluated by comparing accuracy, precision, recall, F1 score, MCC, Cohen’s Kappa and AUROC.…"

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

"…To address this problem, this paper proposes an improved red-billed blue magpie algorithm (IRBMO), which is specifically optimized for the feature selection task, and significantly improves the performance and efficiency of the algorithm on medical data by introducing multiple innovative behavioral strategies. …"

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

"…To address this problem, this paper proposes an improved red-billed blue magpie algorithm (IRBMO), which is specifically optimized for the feature selection task, and significantly improves the performance and efficiency of the algorithm on medical data by introducing multiple innovative behavioral strategies. …"

High-order radiomics features based on T2 FLAIR MRI predict multiple glioma immunohistochemical features: A more precise and personalized gliomas management حسب Jing Li (10611)

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

"…To address this problem, this paper proposes an improved red-billed blue magpie algorithm (IRBMO), which is specifically optimized for the feature selection task, and significantly improves the performance and efficiency of the algorithm on medical data by introducing multiple innovative behavioral strategies. …"

Formation of the precursor cuboid from the isolation windows recorded by the instrument for each precursor ion selected for fragmentation. حسب Daryl Wilding-McBride (13015058)

<i>FS</i> index of KNN on the selected feature subset. حسب Fangyuan Yang (2567629)

"…Compared with KNN, the classification effect of the feature subset selected by the IG-GPSO is still optimal. In addition, the results of multiple comparison tests show that the feature selection effect of the IG-GPSO is significantly better than that of traditional feature selection algorithms.…"

<i>ACC</i> index of KNN on the selected feature subset. حسب Fangyuan Yang (2567629)

"…Compared with KNN, the classification effect of the feature subset selected by the IG-GPSO is still optimal. In addition, the results of multiple comparison tests show that the feature selection effect of the IG-GPSO is significantly better than that of traditional feature selection algorithms.…"

<i>FS</i> index of SVM on the selected feature subset. حسب Fangyuan Yang (2567629)

"…Compared with KNN, the classification effect of the feature subset selected by the IG-GPSO is still optimal. In addition, the results of multiple comparison tests show that the feature selection effect of the IG-GPSO is significantly better than that of traditional feature selection algorithms.…"

<i>ACC</i> index of SVM on the selected feature subset. حسب Fangyuan Yang (2567629)

"…Compared with KNN, the classification effect of the feature subset selected by the IG-GPSO is still optimal. In addition, the results of multiple comparison tests show that the feature selection effect of the IG-GPSO is significantly better than that of traditional feature selection algorithms.…"

I-NSGA-II-RF algorithm. حسب Xiaohua Zeng (793632)

"…The integrated information initialization population of two filtered feature selection methods is used to optimize the I-NSGA-II algorithm, using multiple chromosome hybrid coding to synchronously select features and optimize model parameters. …"

The pareto front obtained by each algorithm. حسب Xiaohua Zeng (793632)

"…The integrated information initialization population of two filtered feature selection methods is used to optimize the I-NSGA-II algorithm, using multiple chromosome hybrid coding to synchronously select features and optimize model parameters. …"

In Silico Sorghum GxExM Dataset For Prediction Algorithm Comparisons حسب Owen Powell (16328658)

Risk stratification and molecular markers. حسب Sandra Lorena Colli (12334315)

"…Designing a laboratory algorithm following an increasing order of complexity provided a reliable molecular testing platform that reduces the requirement for NGS screening. …"

Comparison of Order Splitting. حسب Huiyue Xu (12022388)

"…An improved NSGA-II algorithm has been designed, which enhances the search capability and solution diversity by introducing new selection mechanisms and crossover mutation strategies. …"

Table 1_Analysis and validation of characteristic genes in RNA sequencing datasets from heart failure patients based on multiple algorithms.docx حسب Yuxuan Li (1674307)

Image 1_Analysis and validation of characteristic genes in RNA sequencing datasets from heart failure patients based on multiple algorithms.tif حسب Yuxuan Li (1674307)

Comparison of predictive power. حسب Alina Bazarova (17138191)

"…These candidate models are then ranked by predictive power, which is assessed via multiple hold-out procedures and can be parallelised in order to reduce the computational time. …"

Comparison of predictive power. حسب Alina Bazarova (17138191)

"…These candidate models are then ranked by predictive power, which is assessed via multiple hold-out procedures and can be parallelised in order to reduce the computational time. …"

Comparisons of predictive power. حسب Alina Bazarova (17138191)

"…These candidate models are then ranked by predictive power, which is assessed via multiple hold-out procedures and can be parallelised in order to reduce the computational time. …"