Sentence examples for most influential features from inspiring English sources

Effectiveness of a particular statistical metric is connected with ability to capture the most influential features of microstructure.

'The propose ANN' section describes the developed ANN and the designed experiments that will be used to select the most influential features.

Hence, the key factor to success in forecasting the financial time series is designing an ANN that has the least complexity with only relevant and most influential features (Atsalakis and Valavanis 2009).

The results of employing the proposed methodology show that the ANN that uses the most influential features is able to forecast the daily direction of S&P 500 significantly better than the traditional logit model.

In order to select the most influential features (factors) of the proposed ANN that affect the daily direction of S&P 500 (the response), design of experiments are conducted to determine the statistically significant factors among 27 potential financial and economical variables along with a feature defined as the number of nodes of the ANN.

The result is a n× m matrix where n is the number of subjects and m is most influential features.

Conversely, LULC pattern was the most influential feature for widely distributed at all spatial scales.

Prevalence of agricultural fields (historic and present day) was the most influential feature affecting both colonization and spread of invasive shrubs.

Starting with product variables (M), not surprisingly, the estimates indicate that the bottle size is the most influential feature, with about one third price reduction when switching from 0.250 to 0.500 ml and an even larger gap (− 37%) with 0.750 ml bottles.

Furthermore, "drug" is the least, and "GO" is the most influential feature.

Therefore, histone acetylation appears to be the most influential feature to the performance of the predictive model among the newly added features.