We further investigate the generalization of the trained model by transferring the learned features from one dataset (MSR-Action3D) to another dataset (UTKinect-Action3D) without retraining and obtain very promising classification accuracy.
Here, we utilized ancestry and eukaryotic mitochondrial proteins of model species extracted from SwissProt as reference datasets and transferred the protein localizing annotations through the orthologous or homologous relationships to Arabidopsis proteins.
24 As networks improve (ie, 40 and 100 Gbit/s with 400 1,000 Gbit/s on the horizon), these transfer times drop dramatically and a scientist is able to use the network to transfer larger datasets faster.
The original image datasets was transferred into sequence datasets by base calling.
Specifically, this section requires the data reviewer to determine the level of specificity that is allowed in the transfer datasets (i.e. de-identified dataset, a limited data set, or a fully-identified dataset).
The new screening registry data and other sources of new data used in the model were deidentified, and the Cancer Council NSW Human Research Ethics Committee approved the transfer of these datasets to the researchers and their use in modelled evaluation.
Screening registry data, colposcopy data and other sources of data used in the model were de-identified, and the Cancer Council NSW Human Research Ethics Committee approved the transfer of these datasets to the researchers and their use in this modelled evaluation.
The Data Analysis and Publication Committee DAPCC) was funded by a grant from Eli Lilly to the University of California at San Diego as fiduciary for the Alzheimer's Disease Cooperative Study (ADCS) after the semagacestat phase III studies were halted, but before the datasets were transferred to the ADCS.
Open image in new window Fig. 1 Main steps of process to transfer dataset from following individual interviewees to individual vehicles.
CODES analysts mapped motor vehicle crash record and linked hospital data to a standardized set of data elements and transferred de-identified datasets to the CODES Technical Resource Center for combination and analysis.
