Sentence examples for excessive features from inspiring English sources

Cost: Since it takes time and money to collect data, excessive features would definitely incur additional cost.

In machine learning, excessive features degrade the performance of machine learning algorithms due to over-fitting problems [17].

The optimal model was chosen according to the ROC analysis; optimization of the model included the removal of excessive features and weight increase for essential features.

This results suggests that we can safely combine simple sequence-based features with evolutionarily-conserved features such as domains without suffering any performance loss due to excessive features.

If excessive features that contributed less to the model were selected, the process would inevitably lead to a complex and inefficient regression model.

Therefore, selection of improper or excessive features may lead to redundancy and decrease the accuracy of the essential gene prediction model.

To address the insensitive features in the original feature set and the excessive feature dimension, kernel principal component analysis (KPCA) is used to process the original feature set.

Under excessive feature space, predictive models lose robustness.

Regarding convolutional network for NLP tasks, Collobert et al. [15] for semantic role labeling task avoid excessive feature engineering by using the convolutional neural network.

Third, averaging accounts suggest that crowding arises as a problem of excessive feature integration: when cells responsible for pooling/averaging information over a large area encounter flankers, information about the flanker stimuli is assimilated with information about the target stimulus (Levi et al., 2002; Pelli et al., 2004; Greenwood et al., 2009, 2010).

One features excessive hiking and attracts the under-fifties — not her target market — and the other goes in for singsongs and dressing up in silly outfits, so she's stuck with Magnetic Northward, which offers the comfort of familiarity.