Datasets
Biodegradation: QSAR data set containing 41 molecular descriptors used to classify 1055 chemicals into 2 classes (ready and not ready biodegradable). The dataset is available at the UCI Data Repository. Details on the dataset can be found in literature:
Mansouri, K., Ringsted, T., Ballabio, D., Todeschini, R., Consonni, V. (2013). Journal of Chemical Information and Modeling, 53, 867-878

Mechanisms of bioconcentration: QSAR dataset of 779 compounds, 9 molecular descriptors and 3 mechanistic classes of bioconcentration; experimental BCF and KOW values are also provided.

Acute aquatic toxicity to Daphnia Magna dataset: QSAR dataset consisting in 546 organic molecules to predict acute aquatic toxicity towards Daphnia Magna.

Acute toxicity to fish dataset: QSAR dataset consisting in 908 organic molecules to predict acute fish toxicity towards Pimephales promelas (Fathead Minnow).

Cytochrome P450 - Drug interaction: QSAR datasets consisting in more than 11,900 drug-like compounds to evaluate the CYP3A4/CYP2C9 – drug interaction.

Benchmark datasets: benchmark datasets for QSAR, regression and classification.