Sentence examples for particular classifier from inspiring English sources

The sensitivity for detecting the information depends on the particular classifier used.

However, all the class-specific feature selection algorithms have been proposed for a particular classifier, which reduce their applicability.

Since the optimal subset of features selected depends on the classification problem, but also on the particular classifier with which they are used, global learning algorithms for large margin classifiers that use feature extractor techniques are desired.

In Table 2 it can be seen that the differences in AUC ROC between the best and worst AD measure for each data set given a particular classifier range between 0.04 (e.g. RF&FXa) and 0.13 (cf. MB&CYP1A2).

In conclusion, the ratio of positive to negative training instances should be taken into account during the preparation of machine learning experiments, as it might significantly influence the performance of particular classifier.

We found that the ratio of positive to negative training instances should be taken into account during the preparation of machine learning experiments, as it might significantly influence the performance of particular classifier.

In particular, classifiers that target sentiment, urgency, and other descriptive variables inform a single classifier that detects confusion.

"We just know that with our particular classifiers if we train them in the right way, with the right data, they're not biased towards anything.

Wrapper methods can give high classification accuracy than filter method for particular classifiers but they are less cost effective.

The particular classifiers, used on this library, are those trained for a base detection window of pixels, using Adaboost.

Most nouns have one or more particular classifiers associated with them, often depending on the nature of the things they denote.