difference between saver and saver-x without pretraining

jingshuw / SAVERX

R package for transfer learning of single-cell RNA-seq denoising

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difference between saver and saver-x without pretraining #5

Closed zji90 closed 4 years ago

zji90 commented 4 years ago

hi, Just wondering whether there is difference between saver and saver-x without pretraining? Thx!

jingshuw commented 4 years ago

Yes, there is. SAVER uses GLM LASSO and SAVER-X uses autoencoder for prediction. With pre-trainng, SAVER-X is much faster but I think is generally less accurate than SAVER.