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 |
Reviews
There are no reviews for this dataset yet.
Download (65.1 KB)
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)
0 citations
1968 views
Citation
QSAR Bioconcentration classes dataset [Dataset]. (2019). UCI Machine Learning Repository. https://doi.org/10.24432/C56S46.
Style:
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.