Search Results for author: Songhao Jiang

Found 2 papers, 1 papers with code

Feature Weaken: Vicinal Data Augmentation for Classification

no code implementations20 Nov 2022 Songhao Jiang, Yan Chu, Tianxing Ma, Tianning Zang

Compared with the classical models or the generalization improvement methods, such as Dropout, Mixup, Cutout, and CutMix, Feature Weaken shows good compatibility and performance.

Data Augmentation Image Classification +2

Learning Curves for Drug Response Prediction in Cancer Cell Lines

1 code implementation25 Nov 2020 Alexander Partin, Thomas Brettin, Yvonne A. Evrard, Yitan Zhu, Hyunseung Yoo, Fangfang Xia, Songhao Jiang, Austin Clyde, Maulik Shukla, Michael Fonstein, James H. Doroshow, Rick Stevens

In contrast, a GBDT with hyperparameter tuning exhibits superior performance as compared with both NNs at the lower range of training sizes for two of the datasets, whereas the mNN performs better at the higher range of training sizes.

Drug Response Prediction

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