Finally, this is a small dataset, and our classifier cannot be assumed to work on a larger dataset.
In this work, based on a dataset composed of 102 tricyclic piperazine/piperidine furnished dual αvβ3 and αIIbβ3 antagonists, a variety of in silico modeling approaches including the comparative molecular field analysis (CoMFA), comparative similarity indices analysis (CoMSIA), and molecular docking were applied to reveal the requisite 3D structural features impacting the biological activities.
Starting from these considerations, in a previous work related to a dataset on young workers on non permanent contracts, we proposed an experimental and preliminary methodology for facilitating resource providers in publishing public data into the Linked Open Data (LOD) cloud, and for helping consumers (companies and citizens) in efficiently accessing and querying them.
Han, Dimitrov, and Golparvar-Fard (2015,2014) have worked on creating a dataset of construction materials (CML).
Our work is based on a dataset consisting of over 400 beers and includes information on calorie content, alcohol content, user rating, and style for each beer.
Since our work is based on a dataset originally compiled by Mekenyan et al. a more direct comparison with the QSARs reported in [22] was possible.
The current work is based on a dataset obtained at two typical urban retail malls in Singapore, between June 2015 and January 2016.
In this study, we will work on a TCM clinical dataset, which is observed from 120 HCC patients.
Like it or not, the primary beneficiary of research funding is the researcher, who has managed to deepen their understanding by working on a particular dataset.
Several functions work on the dataset as a whole, including a mutidimensional scaling plot (plotMDS function from limma), which performs a PCA on the dataset, and biological coefficient of variation (plotBCV function from edgeR package).
The work presented here differs from other work on this dataset in a number of respects.
