Sentence examples for instance based from inspiring English sources

Since the introduction of molecular-based techniques, more sensitive quantitative methods have been developed, for instance, based on PCR methodology.

Algorithms might discriminate, for instance, based on race or gender.

Sears is reorganizing stores to put tools next to work wear, for instance, based on men's preferences.

For instance, based on a day's worth of calls, eLoyalty can predict which customers are likely to cancel their accounts.

For instance, based on existing drug prices, someone with $5,000 in annual drug expenses would have to bear 70percentt of the cost.

Where this common case arises, we exploit it through work distribution caching: guessing the work distribution of a loop execution instance based on earlier measurements.

In the work, we develop a novel incomplete-instance based KNN imputation technique, which utilizes a cross-validation scheme to optimize the parameters for each missing value.

K-nearest neighbors (KNN) is the most basic instance-based machine learning technique classifying objects based on cluster theory [ 4– 6].

We propose an instance-based learning approach for segmentation of crop images.

Instance-based learning theory (IBLT) has explained human decision-making in several decision tasks.

A method of instance-based learning is introduced which makes use of possibility theory and fuzzy sets.