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Dataset-Binding_Site_Detection-ProteinShake

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protein
stringlengths
104
9.28k
label
stringlengths
154
13.9k
stage
stringclasses
3 values
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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train
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Description

Binding Site Detection predicts , predict whether a protein residue belongs to a small molecule binding cavity. Binding site residues are those within the binding pocket provided by PDBBind. Default metric is Matthew's Correlation.

Splits

Protein Format: SA sequence (PDB)

The dataset is from ProteinShake Building datasets and benchmarks for deep learning on protein structures. We use the splits based on 70% structure similarity, with the number of training, validation and test set shown below:

  • Train: 2368
  • Valid: 442
  • Test: 464

Label

Classification labels of all residues.

0: The protein residue does not belong to a small molecule binding cavity.

1: The protein residue belongs to a small molecule binding cavity.

Downloads last month
95
Size of downloaded dataset files:
8.15 MB
Size of the auto-converted Parquet files:
3.07 MB
Number of rows:
3,274

Collection including SaProtHub/Dataset-Binding_Site_Detection-ProteinShake