QSAR Bioconcentration classes dataset
Donated on 10/10/2019
Dataset of manually-curated Bioconcentration factor (BCF, fish) and mechanistic classes for QSAR modeling.
Dataset Characteristics
Multivariate
Subject Area
Biology
Associated Tasks
Classification, Regression
Feature Type
-
# Instances
779
# Features
14
Dataset Files
| File | Size |
|---|---|
| Grisoni_et_al_2016_EnvInt88.csv | 64.9 KB |
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Install the ucimlrepo package
pip install ucimlrepo
Import the dataset into your code
View the full documentationfrom ucimlrepo import fetch_ucirepo # fetch dataset qsar_bioconcentration_classes_dataset = fetch_ucirepo(id=510) # data (as pandas dataframes) X = qsar_bioconcentration_classes_dataset.data.features y = qsar_bioconcentration_classes_dataset.data.targets # metadata print(qsar_bioconcentration_classes_dataset.metadata) # variable information print(qsar_bioconcentration_classes_dataset.variables)
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Citation
QSAR Bioconcentration classes dataset [Dataset]. (2019). UCI Machine Learning Repository. https://doi.org/10.24432/C56S46.
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DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.