Sentence examples for based on the bag from inspiring English sources

Different from previous approaches based on the bag of words models, the link-analysis approach takes into account the spatiotemporal relationship between visual words in the matching process.

Luu and Kim (49) present a method that is based on the cross products database (50) and combined with a state-of-the-art statistical method based on the bag of words model.

Methods based on the Bag-Of-Words (BoW) model have made a remarkable success in image classification, but many of which do not consider the structure underlying in the dictionary itself in the feature coding procedure.

Two particularly important aspects not widely recognized in the literature are discussed: the difficulties in updating a classifier based on the bag-of-words representation and a major difference between two early naive Bayes models.

When I asked Holgate if his expectations were based on the bags that Krakoff produced at Coach, he corrected me: "Based on conversations I've had with him.

Finally, considering the indices of analysis studied, it has been observed that the ensemble-type model based on the Bagging algorithm with REPTree decision trees records the best results, with a root mean squared error (RMSE) of 8.1% and a correlation of 84.9%.

Many studies for this kind of task have been based on the bag-of-words (BoW) framework [6 9].

With the result of logistic regression based on the bag-of-words model used as a baseline, we investigate whether Deep Learning methods can improve the accuracy of this logistic regression in Big Data.

Nutrient removal efficiency may be system specific based on the geotextile bag size and influent flow rate.

Typically, quark matter is modeled with the equation of state (EOS) which is based on the phenomenological bag model of quark matter.

One feature set abstracts the generic statistics between the text pairs, while the other set directly models lexical features based on the traditional bag-of-words model.