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+ ---
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+ license: mit
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+ language:
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+ - en
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+ tags:
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+ - chemistry
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+ - host-guest
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+ - supramolecular
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+ - cucurbituril
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+ - cb7
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+ - molecular-features
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+ pretty_name: SAMPL4 CB[7] Guest Features
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+ size_categories:
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+ - n<1K
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: test
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+ path: sampl4_features.csv
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+ ---
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+
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+ # SAMPL4-FEAT
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+
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+ Physics- and docking-derived feature table for the **14 CB[7] (cucurbit[7]uril) guest molecules**
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+ of the [SAMPL4 host–guest blind prediction challenge](https://pubmed.ncbi.nlm.nih.gov/24459881).
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+
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+ Each row is one guest, identified by molecular name, InChIKey, and SMILES, followed by a set of
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+ normalized interpretable scores (`S_*`) and the raw physics/docking descriptors they are derived from.
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+
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+ ## Columns (40)
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+
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+ **Identity (3)**
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+ - `name` — common name of the guest
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+ - `inchikey` — standard InChIKey
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+ - `smiles` — protonated SMILES used for docking
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+
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+ **Normalized scores (13)** — `S_*` in `[0, 1]`
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+ `S_charge`, `S_hydrophobic`, `S_rigidity`, `S_desolvation`, `S_packing`, `S_occupancy`,
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+ `S_shape`, `S_conformer_diversity`, `S_boltzmann_concentration`, `S_portal`, `S_accessibility`,
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+ `S_orientation`, `S_bad`
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+
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+ **Raw physics / docking descriptors (24)**
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+ `DockingScore`, `Pose_Energy`, `Distance_to_Cavity_Center`, `Distance_to_Portal`,
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+ `Insertion_Depth`, `Packing_Coefficient`, `Occupancy`, `Hydrophobic_Occupancy`,
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+ `Shape_Complementarity`, `Steric_Clash`, `Guest_CB7_Min_Distance`, `Pose_RMSD_to_Template`,
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+ `Portal_Compatibility`, `Positive_Center_to_Portal_Distance`, `Positive_Center_Orientation`,
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+ `Charge_Accessibility`, `Portal_Facing_Accessibility`, `HBond_Count`, `HBond_Geometry`,
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+ `Carbonyl_Oxygen_Contact_Count`, `Hydrophobic_Contact`, `Polar_Contact_Penalty`,
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+ `Bad_Group_Portal_Exposure`, `Desolvation_Penalty`
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+
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+ ## Guests (14)
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+
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+ 1-Adamantylamine · 2-Norbornylamine (exo) · 2-Norbornylamine (endo) · Cyclooctylamine ·
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+ 3-Hydroxy-1-adamantylamine · Isoborneolamine · Cycloheptylamine · Cyclohexylamine ·
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+ Neopentylamine · p-Xylylenediamine · 1-(2-Aminoethyl)piperazine · trans-1,2-Diaminocyclohexane ·
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+ 4-Aminocyclohexanol (trans) · 6-Amino-1-hexanol
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+
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+ ## Usage
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ ds = load_dataset("SupraBench/SAMPL4-FEAT", split="test")
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+ print(ds[0]["name"], ds[0]["inchikey"], ds[0]["DockingScore"])
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+ ```
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+
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+ ## Citation
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+
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+ Muddana, H. S., et al. *The SAMPL4 host–guest blind prediction challenge: an overview.*
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+ J. Comput. Aided Mol. Des. (2014). https://pubmed.ncbi.nlm.nih.gov/24459881