Create README.md
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README.md
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---
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license: mit
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widget:
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- text: "MERVAVVGVPMDLGANRRGVDMGPSALRYARLLEQLEDLGYTVEDLGDVPVSLARASRRRGRGLAYLEEIRAAALVLKERLAALPEGVFPIVLGGDHSLSMGSVAGAARGRRVGVVWVDAHADFNTPETSPSGNVHGMPLAVLSGLGHPRLTEVFRAVDPKDVVLVGVRSLDPGEKRLLKEAGVRVY"
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---
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## Label Semantics:
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Label 0: Non-crystallizable (Negative)
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Label 1: Crystallizable (Positive)
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## Dataset
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1. [DeepCrystal Train](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/blob/main/Datasets/train.csv)
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2. [DeepCrystal Test](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/blob/main/Datasets/test.csv)
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3. [BCrystal Test](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/tree/main/Datasets/BCrystal_Balanced_Test_set)
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4. [SP Test](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/tree/main/Datasets/SP_Final_set)
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5. [TR Test](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/tree/main/Datasets/TR_Final_set)
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## Accuracy :
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| Dataset | Accuracy |
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|------------------|--------------------|
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| DeepCrystal Test | |
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| BCrystal test | |
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| SP test | |
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| TR test | |
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## Comparision Table:
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## Graphs
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### ROC-AUC Curve
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### PR-AUC Curve
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## Final scores :
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* on DeepCrystal test:
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* on BCrystal test:
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* on SP test:
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* on TR test:
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## Confusion matrix:
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* on DeepCrystal test:
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* on BCrystal test:
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* on SP test:
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* on TR test:
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## Metrics
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roc score:
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Mathews Coefficient:
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NPV:
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PPV:
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Researchers:
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* [Jayanth Kumar](https://jaykmr.com)
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* [Kavya Jaykumar](https://www.linkedin.com/in/kavya-jayakumar-6390271b5/)
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Credits:
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* [Meta ESMFold2](https://github.com/facebookresearch/esm)
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* [Huggingface](https://huggingface.co/)
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* [Paperspace Compute Cloud](https://www.paperspace.com/)
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