Feature reduction Sample Clauses

Feature reduction. To test the use of the best scoring features, only the six highest scoring features based on the coefficients in figure 4 have been used (excluding TextBlob) to (re)train the model to see if a similar F1 score can be achieved to the original logistic regression model (61). The features included in this subset are parallelism, positive-negative relative polarity, acceptance cues, the ””Yeah but”” bigram, whether the response contains ”but ”, and the three length features combined into one feature (1 if length >2, 4 if length >12, 7 if length
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Related to Feature reduction

  • Price Reduction Notwithstanding any other provision set forth in this Warrant, at any time and from time to time during the period that this Warrant is exercisable, the Company in its sole discretion may reduce the Purchase Price or extend the period during which this Warrant is exercisable.

  • WORKFORCE REDUCTION In the event that funding reductions or shortfalls in funding occur in a department or are expected, which may result in layoffs, the department will notify the union and take the following actions:

  • Staff Reduction In the event the District adopts a reduced educational program by reason of financial necessity, including but not limited to, levy failure and/or decreased State or Federal support, certificated employees who will be retained to implement the District’s reduced or modified program and those certificated employees who will be non-renewed from employment or adversely affected in contract status shall be identified by the provisions contained in this Article. If the District is only reducing provisional employees, the following procedures do not need to be implemented.

  • PERSONNEL REDUCTION Section 1 In the event of layoffs in connection with decreasing the work force, and the recall to work of people so laid off, the following consideration shall govern. Skill and ability as determined by reference to the employee's work record, and length of service shall be the determining factors; however, employees shall be laid off by category of seniority. There shall be three (3) seniority categories: probationary, 1 year to 5 years seniority, and over 5 years seniority. In case of layoff, all employees in the lowest seniority category shall be laid off before proceeding to layoff of anyone in a more senior category. Where skill and ability within a category are approximately equal, length of service shall govern. Employees having the same seniority within a category shall draw lots to determine the order of layoff. No new employees shall be hired until all laid off employees have been given the opportunity to be re-hired. Employees who have been laid off will be offered re-employment in the inverse order of layoffs when they are needed again, provided they are physically qualified and possess sufficient training and experience to perform the duties of the available work. The City shall give laid off employees ten (10) days notice of its intention to rehire. The employees shall within ten (10) days period notify the City of their intention to, or not to, return to the employ of the City, and shall report to work no later than fifteen (15) days from receipt of said notice to rehire. If an employee fails to notify the City within the ten (10) calendar day period of his/her intentions to return to work, or fails to report to work within fifteen (15) calendar days from the date of notice, he/she shall be considered permanently severed from the employ of the City. At the time of a layoff the City shall provide all laid off employees with a complete physical examination. At the time of rehire, the City may require a physical examination prior to the employee's return to duty, and it is expressly understood that any employee found physically unfit to return to duty may be refused re-employment and removed from the employment list. The City shall not be obligated to rehire laid off employees who have been laid off for five (5) or more consecutive calendar years, beginning from the date of layoff.

  • Notice of Reduction in Coverage In the event that any coverage required by this section is reduced, limited, or materially affected in any other manner, Consultant shall provide written notice to City at Consultant’s earliest possible opportunity and in no case later than five days after Consultant is notified of the change in coverage.

  • Workforce Adjustment (a) The Parties recognize that workforce adjustment may be necessary due to the elimination of positions resulting from a reduction in the amount of work required to be done by the Commission, reorganization or program termination.

  • Salary on Reduction A. 1. When a probationary employee is reduced to a class not previously occupied by the employee, the employee shall receive the recruiting step for the lower class and shall receive a new merit increase eligibility date as provided in Section 3.C., above, or the employee's salary and merit increase eligibility date may be determined by the Chief Human Resources Officer.

  • Paperwork Reduction Act The collection of information in this final rule has been reviewed and, pending receipt and evaluation of public comments, approved by the Office of Management and Budget (OMB) under 44 U.S.C. 3507 and assigned control number 1545-1675. The collection of information in this regulation is in Sec. 1.860E-1(c)(5)(ii). This information is required to enable the IRS to verify that a taxpayer is complying with the conditions of this regulation. The collection of information is mandatory and is required. Otherwise, the taxpayer will not receive the benefit of safe harbor treatment as provided in the regulation. The likely respondents are businesses and other for-profit institutions. Comments on the collection of information should be sent to the Office of Management and Budget, Attn: Desk Officer for the Department of the Treasury, Office of Information and Regulatory Affairs, Washington, DC, 20503, with copies to the Internal Revenue Service, Attn: IRS Reports Clearance Officer, W:CAR:MP:FP:S, Washington, DC 20224. Comments on the collection of information should be received by September 17, 2002. Comments are specifically requested concerning: Whether the collection of information is necessary for the proper performance of the functions of the Internal Revenue Service, including whether the information will have practical utility; The accuracy of the estimated burden associated with the collection of information (see below); How the quality, utility, and clarity of the information to be collected may be enhanced; How the burden of complying with the collection of information may be minimized, including through the application of automated collection techniques or other forms of information technology; and Estimates of capital or start-up costs and costs of operation, maintenance, and purchase of service to provide information. An agency may not conduct or sponsor, and a person is not required to respond to, a collection of information unless it displays a valid control number assigned by the Office of Management and Budget. The estimated total annual reporting burden is 470 hours, based on an estimated number of respondents of 470 and an estimated average annual burden hours per respondent of one hour. Books or records relating to a collection of information must be retained as long as their contents may become material in the administration of any internal revenue law. Generally, tax returns and tax return information are confidential, as required by 26 U.S.C. 6103.

  • REDUCTION IN WORKFORCE 16.01 The employer will layoff employees in reverse order of seniority within the classification provided those retained have the ability to do the work. No new employee will be hired until all those qualified employees with recall rights have been given the opportunity to return to work and have failed to do so.

  • Reduction of Compensation If the Firm fails to meet the submission date by less than thirty days for the draft report and/or working papers submitted to the Office of the State Auditor for review and approval or by less than thirty days from the completion date for the final reports and/or corrections to the working papers prescribed herein, the District may, with the consent of the Office of the State Auditor, reduce the agreed compensation by an amount not to exceed ten percent of the total contract price for the applicable fiscal year. If reports and/or corrections to the working papers are overdue by 30 days or more, the District may reduce, with the consent of the Office of the State Auditor, the agreed compensation by an amount not to exceed twenty percent of the total contract price for the Rev. 10/20 applicable fiscal year.

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