A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning ...
文章浏览阅读246次，点赞3次，收藏3次。免疫浸润分析是转录组研究中的常见需求，其核心在于从混合细胞表达数据中估算免疫细胞相对比例。CIBERSORTx基于线性支持向量回归原理，通过签名矩阵对bulk RNA-seq数据进行解卷积，能够有效解析肿瘤微环境等复杂样本的细胞组成。该技术广泛应用于肿瘤免疫 ...
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