Sentence examples for the dataset features from inspiring English sources

The proposed architecture achieves remarkable speedup compared to both serial and multithreaded software CAST implementations ranging from approx. 100x 5000x, depending on the system configuration and the dataset features, such as low-complexity content and sequence length distribution.

The number of generated rules varies depending on several factors: the size of the dataset, features, algorithms etc.

Our post-hoc analysis of important features led us to conclude that several AAC monomers and dimers were significantly enriched in domains involved in protein interactions, but the specific features that were deemed important depended on the dataset: features involving charged amino acids in AFFMS, and non-polar amino acids in TWOHYB and a mixture of polar and non-polar amino acids in PCA.

Each detector is composed of 590 intervals, where each interval corresponds to a specific feature from the dataset feature vectors.

Since the framework's algorithm is kNN-based, we normalized all the datasets' features from values ranging from 0 to 1, in order to avoid broader ranged features heavily affecting the result.

Compared to the controlled databases, this dataset features a larger variety of illumination conditions, backgrounds and face sizes.

The new dataset features in particular large spatial and temporal resolution and high accuracy for a comprehensive set of observables and a range of different conditions.

An association was also lacking in the leprosy dataset featuring populations from Andhra Pradesh and Tamil Nadu, where the heterozygosity heterozygosity correlations indicate similar levels of inbreeding in both cases and controls.

Table 1 List of non-verbal features extracted from the ELEA dataset Feature ID Features Description 1 4 Speaking status Speech segments of the target person 5 8   Interruptions 9 18 Prosodic speech features Pitch 19 28   Energy 29 32 Visual activity Head motion 33 37   Body activity 38 59 wMEI Motion template-based visual activity features 60 73 Visual focus of attention Visual attention features.

Table 1 Definitions for types of contextual attributes Term Definition Spatial The records in the dataset include features which identify locational information for the record.

Secondly, the results indicate that, in an unbiased comparison, at least for the dataset and features considered, bagging approaches enjoy a significant advantage to boosting approaches.