QSAR fish bioconcentration factor (BCF)
Donated on 11/26/2019
Experimental bioconcentration factor (BCF) for 1056 molecules and binary fingeprints (extended connectivity) to be used for QSAR modeling.
Dataset Characteristics
Multivariate
Subject Area
Biology
Associated Tasks
Regression
Feature Type
Integer, Real
# Instances
1056
# Features
7
Dataset Files
| File | Size |
|---|---|
| ECFP_1024_m0-2_b2_c.txt | 2.1 MB |
| QSAR_BCF_Kow.csv | 73.3 KB |
| __MACOSX/._QSAR_BCF_Kow.csv | 334 Bytes |
| __MACOSX/._ECFP_1024_m0-2_b2_c.txt | 188 Bytes |
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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_fish_bioconcentration_factor_bcf = fetch_ucirepo(id=511) # data (as pandas dataframes) X = qsar_fish_bioconcentration_factor_bcf.data.features y = qsar_fish_bioconcentration_factor_bcf.data.targets # metadata print(qsar_fish_bioconcentration_factor_bcf.metadata) # variable information print(qsar_fish_bioconcentration_factor_bcf.variables)
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Citation
QSAR fish bioconcentration factor (BCF) [Dataset]. (2019). UCI Machine Learning Repository. https://doi.org/10.24432/C5K32Z.
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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.