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A performance appraisal, also referred to as a performance review, performance evaluation, [1] (career) development discussion, [2] or employee appraisal, sometimes shortened to "PA", [a] is a periodic and systematic process whereby the job performance of an employee is documented and evaluated.
A training data set is a data set of examples used during the learning process and is used to fit the parameters (e.g., weights) of, for example, a classifier. [9] [10]For classification tasks, a supervised learning algorithm looks at the training data set to determine, or learn, the optimal combinations of variables that will generate a good predictive model. [11]
The evaluation determines whether target populations are being reached, people are receiving the intended services, staff are adequately qualified. Process evaluation is an ongoing process in which repeated measures may be used to evaluate whether the program is being implemented effectively.
The evaluators are supposed to check and analyze the budget lines and to report the findings in their work. [3] Monitoring and Evaluation is also useful in the Facilities [Hospitals], it enables the donors such as WHO and UNICEF to know whether the funds provided are well utilized in purchasing drugs and also equipment in the Hospitals.
Common training evaluation methods, such as Kirkpatrick's Taxonomy [12] and the Augmented Framework of Alliger et al., [13] utilize transfer as an essential criterion to evaluate training. [3] Due to its behavioral outcomes, transfer of training allows organizations to quantify the impact of training and measure differences in performance. [5]
The four levels of Kirkpatrick's evaluation model are as follows: Reaction - The degree to which participants find the training favorable, engaging and relevant to their jobs; Learning - The degree to which participants acquire the intended knowledge, skills, attitude, confidence and commitment based on their participation in the training
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