Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
American Chemical Society
2025-01-01
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| Series: | ACS Omega |
| Online Access: | https://doi.org/10.1021/acsomega.4c09719 |
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| _version_ | 1823859032018911232 |
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| author | Mihkel Kotli Geven Piir Uko Maran |
| author_facet | Mihkel Kotli Geven Piir Uko Maran |
| author_sort | Mihkel Kotli |
| collection | DOAJ |
| format | Article |
| id | doaj-art-1066717fab754c94b88c5d109aa7449c |
| institution | Kabale University |
| issn | 2470-1343 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | American Chemical Society |
| record_format | Article |
| series | ACS Omega |
| spelling | doaj-art-1066717fab754c94b88c5d109aa7449c2025-02-11T09:07:36ZengAmerican Chemical SocietyACS Omega2470-13432025-01-011054732474410.1021/acsomega.4c09719Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced DataMihkel KotliGeven PiirUko Maranhttps://doi.org/10.1021/acsomega.4c09719 |
| spellingShingle | Mihkel Kotli Geven Piir Uko Maran Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data ACS Omega |
| title | Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data |
| title_full | Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data |
| title_fullStr | Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data |
| title_full_unstemmed | Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data |
| title_short | Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data |
| title_sort | predictive modeling of pesticides reproductive toxicity in earthworms using interpretable machine learning techniques on imbalanced data |
| url | https://doi.org/10.1021/acsomega.4c09719 |
| work_keys_str_mv | AT mihkelkotli predictivemodelingofpesticidesreproductivetoxicityinearthwormsusinginterpretablemachinelearningtechniquesonimbalanceddata AT gevenpiir predictivemodelingofpesticidesreproductivetoxicityinearthwormsusinginterpretablemachinelearningtechniquesonimbalanceddata AT ukomaran predictivemodelingofpesticidesreproductivetoxicityinearthwormsusinginterpretablemachinelearningtechniquesonimbalanceddata |