Sentence examples for housing dataset from inspiring English sources
This paper describes the novel combination of a national health register with a nationwide housing dataset, and national public hospitalisation data; to provide a matched national cohort for environmental epidemiological research.
This study matched to a national housing dataset, but the approach would also be useful with other address-linked health determinants, or with datasets with geographical coordinates for residences; the availability elsewhere of suitable environmental exposure datasets is outside the scope of this paper.
A recognition rate of 76% was obtained on an in-house dataset.
On an in-house dataset comprising 700 iris images of 70 subjects, a FNMR of 0.47 % at a zero FMR is reported.
Nevertheless, AstraZeneca in-house algorithm AZlogD and the commercial ACD/logD algorithm of Advanced Chemistry Development, Inc. [11] on AstraZeneca an in-house dataset showed a very good (hbox {RMSEP}=0.49) for AZlogD and a reasonable (hbox {RMSEP}=1.3) for ACD/logD [4].
In their study, they used a Schering in-house dataset of small molecules encoded by 120 fragment-based Ghose-Crippen descriptors and applied several machine learning techniques (SVMs, artifical neural networks, kNN with GA-optimized feature selection and recursive partitioning) to distinguish between kinase inhibitors and molecules with no reported activity on any protein kinase.
Benchmarking of 18 of these methods has shown reasonable results for many of them, with the root mean square error of prediction (RMSEP) for a Pfizer in-house dataset of 96,000 compounds being 0.95 log units for consensus logP and slightly above 1 log unit for best individual algorithms [10].
AC, HD generated the in-house dataset.
The targets thus obtained were overlapped with DE mRNAs generated from the in-house dataset.
Gene ontology terms were identified for mRNAs overlapping with in-house dataset using DAVID bioinformatics tool.
We have used publicly available population genetic data and our in-house dataset of exome-sequenced PD cases and controls to replicate and confirm our findings.
