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LOOCV performance evaluation #7

Merged
merged 1 commit into from
Oct 18, 2024
Merged

LOOCV performance evaluation #7

merged 1 commit into from
Oct 18, 2024

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Sophon-0
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Leave one epitope out cross validation.
performance assessed per epitope
Both the epitope and the TCR sequences are unseen in the training set. Computationally generated negative / positive ratio set at 5 max positive cases in test set is set at 1000, since there might not be enough TCR sequences for a ratio of 5. input features: ESM3 and VJ genes from TCR as categorical variables.

Leave one epitope out cross validation.
performance assessed per epitope
Both the epitope and the TCR sequences are unseen in the training set. 
Computationally generated negative / positive ratio set at 5
max positive cases in test set is set at 1000, since there might not be enough TCR sequences for a ratio of 5. 
input features: ESM3 and VJ genes from TCR as categorical variables.
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biox-ml-allergen-epitopes ✅ Ready (Inspect) Visit Preview 💬 Add feedback Oct 18, 2024 0:31am

@trevorpfiz trevorpfiz merged commit 2e67431 into main Oct 18, 2024
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@trevorpfiz trevorpfiz deleted the Sophon-0-patch-1 branch October 18, 2024 18:08
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2 participants