Ensemble methods of rank-based trees for single sample classification with gene expression profiles

Abstract Building Single Sample Predictors (SSPs) from gene expression profiles presents challenges, notably due to the lack of calibration across diverse gene expression measurement technologies. However, recent research indicates the viability of classifying phenotypes based on the order of expres...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Journal of Translational Medicine
المؤلفون الرئيسيون: Min Lu, Ruijie Yin, X. Steven Chen
التنسيق: مقال
اللغة:الإنجليزية
منشور في: BMC 2024-02-01
الموضوعات:
Single sample predictor
Decision tree
Rank discriminant
Ensemble learning
Boosting
Random forest
الوصول للمادة أونلاين:https://doi.org/10.1186/s12967-024-04940-2

الانترنت

https://doi.org/10.1186/s12967-024-04940-2

مواد مشابهة