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The key to getting through the assessment itself is to read the guidance carefully, plan for the interview section (lots of good examples) and when you complete the other tasks, think about what sort of person the civil service wants to have working for them".
This is because SMOTE is relying on the positive class neighborhood to generate new examples, and when that neighborhood is sparse and disjointed, it becomes challenging for SMOTE to achieve its potential.
A logistic regression model was built using these examples, and when tested using 10-fold cross validation, an Area Under the receiver operating characteristic Curve (AUC) score of 0.78 was achieved when using all features, compared to an AUC score of 0.63 when only using text features.
In the pretest, the major difficulties were that PTs (72%%) generated number sentences based on the literal order of the numbers in the problem statement (e.g., 5, 2, and 3, see Table 4a, b for examples), and when explaining their number sentences, 76 % of the PTs explained only individual numbers (e.g., 5 mangos, 2 plates, and 3 tables) without considering the meaning of each step (see Table 4a).
Another teacher, when giving examples of heroes in modern fiction, included few female examples, and when questioned about it, stated that, "girl heroes are harder to find".
Similar(55)
The rest would be paid at intervals along the way — when photographs were produced, for example, and when the body reached Kathmandu.
Previous Olympic Games had a set number of sponsorship categories, for example, and when Mr. Romney and his team began work, they were told the list was full.
Trouble also tends to flare when a family replaces an especially quiet resident, when renovations render layouts incongruent (so that a hallway now runs over a bedroom, for example), and when neighbors have different sleeping schedules.
Guides must know when to intervene (when the tires are buried deep in sand, for example) and when to fade into the background, so guests can experience the buzzing silence of the open desert.
European politicians have little political or economic incentive to agree to this, especially when doing so might encourage would-be secessionists to follow Britain's example — and when their voters are making it clear that they support the union.
Give feedback that lets members know what they are doing that helps the board (doing their homework, for example), and when they are letting it down (shutting down other board members, for example).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com