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SMOTE is an intelligent interpolation technique. It works by using a sample of real data and generating data points between random points and their nearest neighbors. In this way, SMOTE allows you to focus on points of interest, such as underrepresented classes, and create similar poin...
“How is it right to encourage people tomutilatetheir bodies?” Verb ▲ Past tense for to inflict serious damage on “It is certainly ironic that Mullen loved nature so much that he was prepared tomutilatethe landscape in the process of recording its beauty.” ...
Condensed Nearest Neighbors (CNN for short, not to be confused with Convolutional Neural Networks) seeks to find a subset of a dataset that can be used for training without loss in model performance. This is achieved by identifying a subset of the data that can be used to train a model th...
Take the word smite for example. In the days when one used a weapon such as a sword frequently, the word was very common. It is a verb and means to hit someone with a weapon. Today not many people carry swords! The simple past is smote and the past participle is smitten. Today it...
You are eager to see that justice is done. You have proved that you were completely right in this matter. English Revised VersionFor behold, this selfsame thing, that ye were made sorry after a godly sort, what earnest care it wrought in you, yea, what clearing of yourselves, yea, ...
; used as an emphatic affirmative reply: = certainly! † what for-thy? what of that? (see for-thy conj. b); also parenthetically as advb. phr. = in spite of that, nevertheless. what if († what and, what an(d if arch.)..? what is or would be the case if..? what ...
One popular extension, Borderline SMOTE, is used to combat the issue of artificial dataset noise and to create ‘harder’ data points. ‘Harder’ data points are data points close to the decision boundary, and therefore harder to classify. These harder points are more useful for the model to...
(See Gill on Song of Solomon 1:8): and this they used, to show their esteem of her, and that they were willing to do all the service they could for her; and what made them so attentive to her charge, and so desirous of knowing her beloved; since they concluded he must be some ...
Used of persons or behaviors; having no faults; sinless; I felt pure and sweet as a new baby Pure as the driven snow Pure Not mixed; Pure oxygen Common Curiosities How is virtuous behavior typically demonstrated? Virtuous behavior is demonstrated through actions that reflect high moral standards...