121,066 research outputs found

    National Colleges Process Evaluation

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    Effective Classification using a small Training Set based on Discretization and Statistical Analysis

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    This work deals with the problem of producing a fast and accurate data classification, learning it from a possibly small set of records that are already classified. The proposed approach is based on the framework of the so-called Logical Analysis of Data (LAD), but enriched with information obtained from statistical considerations on the data. A number of discrete optimization problems are solved in the different steps of the procedure, but their computational demand can be controlled. The accuracy of the proposed approach is compared to that of the standard LAD algorithm, of Support Vector Machines and of Label Propagation algorithm on publicly available datasets of the UCI repository. Encouraging results are obtained and discusse

    Evaluation of Community Jobs Scotland Programme

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    The final evaluation report for the Community Jobs Scotland (CJS) programme for 2011/1

    Evaluation of Community Jobs Scotland Phase 2 (2012-2013)

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