Sentence examples for lot of annotations from inspiring English sources

(iii) A lot of annotations were based on sentence-level classification, which was a harder task than document classification because features from sentence were sparser and more difficult to model.

Predicting new associations for these sparsely annotated labels is substantially more challenging than those for labels with a lot of annotations, because patterns extracted from the few known genes are more likely to be statistical artifacts that cannot be generalized, which is commonly known as the 'overfitting' problem in machine learning and statistics.

The manual option is in fact not feasible in most cases, where a lot of new annotations need to be updated, and the management of annotation files can be difficult due to the lack of a specific annotation file generator.

In addition to the sequence information, databases contain a lot of valuable information in annotations.

The three dimensional variation of this representation, with the inclusion of dominance (the sense of control over one's situation) is also popular; however, the third dimension introduces a lot of complexity to the annotation process for very little added information on the emotional state of viewers [74].

Cytoscape supports a lot of standard network and annotation file formats including: SIF, GML, XGMML, BioPAX, PSI-MI, SBML, OBO, and Gene Association.

Cytoscape supports a lot of standard network and annotation file formats and can work as a web service client, since it can directly connect to external public databases and import network and annotation data.

Moreover, Genius stumbled after putting a lot of effort into its embeddable annotation option that let any site add explanations like on Genius.com.

There is a lot of competition in the website annotation space, but Diigo's WebSlides is the first slideshow widget to preserve total page content.

These information-heavy network-based approaches holds a lot of promise for improving the annotation of current genomes in the Aspergilli, and should also be a preferred method for the initial annotation of primary metabolism genes in future genomes from fungal species.

Myb domain (Myb_DNA-binding) annotations, significant for being transcription factors with a wide range of functions, were observed in Pfam transcript annotations and corresponded to the observance of a lot of Myb class proteins from Swiss-Prot annotations: MY1R1, MYB06, MYB08, MYB1, MYB2, MYB32, MYB38, MYB4, MYB44, MYB5, MYB86, MYBA1, MYBC, MYBF and MYBP.