Hugging Face model: pageman/discovery2-cytotoxicity-models
Author: pageman
Created: 2025-11-23 00:48:38
Last modified: 2025-11-23 01:25:19
Pipeline: tabular-classification
Library: lightgbm
Likes: 1 | Downloads: 0
Tags: lightgbm, biology, chemistry, drug-discovery, pharmacology, toxicology, cytotoxicity, promiscuity, selectivity, safety, polypharmacology, logistic-regression, gradient-boosting, shap, rdkit, molecular-fingerprints, morgan-fingerprints, cubic-regression, binary-classification, tabular-classification, sklearn, statsmodels, research, en, dataset:eve-bio/drug-target-activity, dataset:pageman/discovery2-results, license:cc-by-nc-sa-4.0, model-index, region:us
Card metadata:
language: en
license: cc-by-nc-sa-4.0
library_name: lightgbm
tags: biology, chemistry, drug-discovery, pharmacology, toxicology, cytotoxicity, promiscuity, selectivity, safety, polypharmacology, logistic-regression, lightgbm, gradient-boosting, shap, rdkit, molecular-fingerprints, morgan-fingerprints, cubic-regression, binary-classification, tabular-classification, sklearn, statsmodels, research
datasets: eve-bio/drug-target-activity, pageman/discovery2-results
metrics: roc_auc, accuracy