Classification Methods Sample Clauses

Classification Methods. We compare three methods for the classification of time periods and site types: a (naive) baseline, binary relevance, and direct multi-labelling. All methods will be trained and optimised using a train and development set, and finally evaluated on the held-out test set consisting of the manually labelled reference set mentioned above. Baseline For the baseline, we introduce the rather intuitive method of merely checking whether the label or its corresponding textual version is present within the text, and assign labels accordingly. The minimum occurrence for such tokens in the text is set to two, as often lists of ABR codes are present as period or site type lists. Naturally, these are uninformative to our research. Binary Relevance We translate the multi-label task to a series of binary clas- sification tasks, one for each category, and train a Linear Support Vector Machine (SVM) classifier for each category. We compare four feature extraction methods: • A bag-of-words model with TF-IDF weighting; •
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Classification Methods 
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Related to Classification Methods

  • Classification Plan (a) The Employer and the Union recognize the need to maintain the principles of Pay Equity to evaluate jobs in the Public Service bargaining unit. The parties also agree to apply the Public Service Job Evaluation Plan in accordance with those principles to all bargaining unit positions using the gender neutral plan factors and degrees in the Public Service Job Evaluation Plan. The Public Service Job Evaluation Plan will be used to evaluate positions in the Main Agreement and to determine their appropriate factor ratings.

  • Classification Plan Revisions A. The Employer will provide to the Union, in writing, any proposed changes to the classification plan including descriptions for newly created classifications. Upon request of the Union, the Employer will bargain, in accordance with Article 37, Mandatory Subjects, the effect(s) of a change to an existing class or newly proposed classification.

  • Classification Changes When the University determines that a revision of a class specification for positions covered by this agreement is needed, and such revision affects the collective bargaining unit designation, the University shall notify AFSCME in writing of the proposed change. AFSCME shall notify the University, in writing, within fifteen (15) days of receipt of the proposed changes, of any comments it has concerning the proposed changes or of its desire to discuss the proposed changes.

  • Classifications 6.1 Each Employee is classified as assessed by the Employer as follows:

  • JOB CLASSIFICATIONS For the purpose of this Agreement the following classifications will be applicable:

  • CLASSIFICATION OF POSITIONS The University shall classify and/or reclassify all positions in the bargaining unit according to the nature and difficulty of duties assigned to and performed by the employee based on a current and accurate job description and shall assign to each position in the bargaining unit a classification title, number, and salary range. An employee new to his/her position will receive a copy of his/her job description upon hire. The appropriate administrator/supervisor will review the description with the employee. Materials used in determining classifications and reclassifications, such as class specifications and reclassification interpretation manuals, shall be readily available to the Union and employees on request.

  • Job Classification When a new classification (which is covered by the terms of this Collective Agreement) is established by the Hospital, the Hospital shall determine the rate of pay for such new classification and notify the local Union of the same. If the local Union challenges the rate, it shall have the right to request a meeting with the Hospital to endeavour to negotiate a mutually satisfactory rate. Such request will be made within ten (10) days after the receipt of notice from the Hospital of such new occupational classification and rate. Any change mutually agreed to resulting from such meeting shall be retroactive to the date that notice of the new rate was given by the Hospital. If the parties are unable to agree, the dispute concerning the new rate may be submitted to arbitration as provided in the Agreement within fifteen (15) days of such meeting. The decision of the Board of Arbitration (or arbitrator as the case may be) shall be based on the relationship established by comparison with the rates for other classifications in the bargaining unit having regard to the requirements of such classification. When the Hospital makes a substantial change in the job content of an existing classification which in reality causes such classification to become a new classification, the Hospital agrees to meet with the Union if requested to permit the Union to make representation with respect to the appropriate rate of pay. If the matter is not resolved following the meeting with the Union the matter may be referred to Arbitration as provided in the Agreement within fifteen (15) days of such meeting. The decision of the Board of Arbitration (or arbitrator as the case may be) shall be based on the relationship established by comparison with the rates for other classifications in the bargaining unit having regard to the requirements of such classifications. The parties further agree that any change mutually agreed to or awarded as a result of arbitration shall be retroactive only to the date that the Union raised the issue with the Hospital. Notwithstanding the foregoing, if as a result of compensable illness or injury covered by WSIB an employee is unable to carry out the regular functions of her position, the Hospital may, subject to its operational requirements, establish a special classification and salary in an endeavour to provide the employee with an opportunity of continued employment. This provision shall not be construed as a guarantee that such special classification(s) will be made available or continued.

  • New Job Classifications 11.1 Whenever the Company determines it appropriate to create a new job classification in the bargaining unit, it shall proceed as follows.

  • New Classifications If a new classification is created within the bargaining unit, the Employer agrees to meet with the Union and negotiate a rate of pay for this new classification. If the parties cannot reach agreement, at the request of either party, the matter shall be submitted to the arbitration procedure in Article 26 of this Agreement.

  • Client Classification 7.1. We shall not have an obligation to treat our clients in different classes depending on their knowledge and expertise.

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