Feature analysis Sample Clauses

Feature analysis. To analyse the usage of each feature in the model including the TextBlob features described in the previous section, a Scikit-learn attribute that shows the coefficients of the features in the trained model has been used to make figure 4. This ranks every feature used by the model based on how much it is used to determine agreement or disagreement from most to least. An interesting observation is that the positive-negative relative polarity feature scores very well at 1.68, while the negative-positive relative polarity has one of the lowest scores. Negative-negative polarity patterns also score low as a coefficient of the model, which points towards that entries that contain negative proposals are harder to predict on agreement or disagreement regardless of the response. A response can agree with the negative proposal and in turn result in a positive response, or a response can repeat what the proposal said and be negative. To illustrate this thought, here are two examples:
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Related to Feature analysis

  • Data Analysis In the meeting, the analysis that has led the College President to conclude that a reduction- in-force in the FSA at that College may be necessary will be shared. The analysis will include but is not limited to the following: ● Relationship of the FSA to the mission, vision, values, and strategic plan of the College and district ● External requirement for the services provided by the FSA such as accreditation or intergovernmental agreements ● Annual instructional load (as applicable) ● Percentage of annual instructional load taught by Residential Faculty (as applicable) ● Fall Full-Time Student Equivalent (FFTE) inclusive of dual enrollment ● Number of Residential Faculty teaching/working in the FSA ● Number of Residential Faculty whose primary FSA is the FSA being analyzed ● Revenue trends over five years for the FSA including but not limited to tuition and fees ● Expenditure trends over five years for the FSA including but not limited to personnel and capital ● Account balances for any fees accounts within the FSA ● Cost/benefit analysis of reducing all non-Residential Faculty plus one Residential Faculty within the FSA ● An explanation of the problem that reducing the number of faculty in the FSA would solve ● The list of potential Residential Faculty that are at risk of layoff as determined by the Vice Chancellor of Human Resources ● Other relevant information, as requested

  • COMPENSATION ANALYSIS After the expiration of the second (2nd) Renewal Term of this Agreement, if any, a Compensation Analysis may be performed. At such time, based on the reported Total Gross Revenue, performance of the Concession, and/or Department’s existing rates for similarly- performing operations, Department may choose to increase the Concession Payment for the following Renewal Term(s), if any.

  • NATURE AND SCOPE 4.1 This Agreement is an agreement under the terms and conditions of which the Supplier/Service Provider will arrange for the supply/provision to Transnet of the Goods/Services which meet the requirements and specifications of Transnet, the delivery of which is controlled by means of Purchase Orders to be issued by Transnet and executed by the Supplier/Service Provider in accordance with this Agreement.

  • Statistical Analysis 31 F-tests and t-tests will be used to analyze OV and Quality Acceptance data. The F-test is a 32 comparison of variances to determine if the OV and Quality Acceptance population variances 33 are equal. The t-test is a comparison of means to determine if the OV and Quality Acceptance 34 population means are equal. In addition to these two types of analyses, independent verification 35 and observation verification will also be used to validate the Quality Acceptance test results.

  • Technology Research Analyst Job# 1810 General Characteristics Maintains a strong understanding of the enterprise’s IT systems and architectures. Assists in the analysis of the requirements for the enterprise and applying emerging technologies to support long-term business objectives. Responsible for researching, collecting, and disseminating information on emerging technologies and key learnings throughout the enterprise. Researches and recommends changes to foundation architecture. Supports research projects to identify and evaluate emerging technologies. Interfaces with users and staff to evaluate possible implementation of the new technology in the enterprise, consistent with the goal of improving existing systems and technologies and in meeting the needs of the business. Analyzes and researches process of deployment and assists in this process.

  • DATA COLLECTION AND ANALYSIS The goal of this task is to collect operational data from the project, to analyze that data for economic and environmental impacts, and to include the data and analysis in the Final Report. Formulas will be provided for calculations. A Final Report data collection template will be provided by the Energy Commission. The Recipient shall: • Develop data collection test plan. • Troubleshoot any issues identified. • Collect data, information, and analysis and develop a Final Report which includes: o Total gross project costs. o Length of time from award of bus(es) to project completion. o Fuel usage before and after the project.

  • SERVICE MONITORING, ANALYSES AND ORACLE SOFTWARE 11.1 We continuously monitor the Services to facilitate Oracle’s operation of the Services; to help resolve Your service requests; to detect and address threats to the functionality, security, integrity, and availability of the Services as well as any content, data, or applications in the Services; and to detect and address illegal acts or violations of the Acceptable Use Policy. Oracle monitoring tools do not collect or store any of Your Content residing in the Services, except as needed for such purposes. Oracle does not monitor, and does not address issues with, non-Oracle software provided by You or any of Your Users that is stored in, or run on or through, the Services. Information collected by Oracle monitoring tools (excluding Your Content) may also be used to assist in managing Oracle’s product and service portfolio, to help Oracle address deficiencies in its product and service offerings, and for license management purposes.

  • MEASUREMENT AND VERIFICATION The goal of this task is to report the benefits resulting from this project. Project team may use in- house expertise of the project demonstration site or use third party vendor for measurement and verification (M&V) of GHG and energy consumption reduction. The Recipient shall: • Enter into agreement with M&V subcontractor per Task 1.9 (if using outside vendor) • Coordinate site visits with the M&V subcontractor at the demonstration site(s) • Develop M&V protocol for pre-installation measurement (and calculations) following Section II.B.2 of the grant solicitation manual3: o Electric, natural gas and/or other fossil fuel consumption and greenhouse gas emissions (use appropriate emissions factor from Attachment 8 of the grant solicitation) of the equipment/process/system(s)/sub-system(s) that are be upgraded and/or replaced and/or modified; and o If necessary, ensure installation of sub-metering equipment and data loggers for pre/post data analysis. • Prepare and provide a detailed M&V Plan for each project demonstration site to include but not be limited to: o A description of the monitoring equipment and instrumentation which will be used; o A description of the key input parameters and output metrics which will be measured; o A description of the M&V protocol and analysis methods to be employed; and o A description of the independent, third-party measurement and verification services to be employed, if applicable. • Perform three months (or shorter period as approved in writing by the CAM) of pre- installation measurements (and calculations) based on the M&V protocol for pre- installation. • Prepare and provide a Pre-Installation M&V Findings Report that includes M&V protocol, pre-install measurements (and calculations), analysis, and results performed in this task. • Develop M&V protocol for post-installation measurements (and calculations) of: o Electric, natural gas and/or other fossil fuel consumption and greenhouse gas emissions (use appropriate emissions factor from Attachment 8 of the grant solicitation) of the equipment/process/system(s)/sub-system(s) that will be upgraded and/or replaced and/or modified.  Perform 12 months (or shorter period as approved in writing by the CAM) of post- installation measurements based on M&V protocol for post-installation. • Provide a summary of post-installation M&V progress in Progress Report(s) (see subtask 1.5) which shall include but not be limited to: o A narrative on operational highlights from the reporting period, including any stoppages in operation and why; and o A summary of M&V findings from the reporting period. • Analyze post-installation electrical, natural gas and/or other fossil fuel consumption and GHG emissions. 3 GFO-18-903, Food Production Investment Program, California Energy Commission, November 2018. xxxxx://xxx.xxxxxx.xx.xxx/contracts/GFO-18-903/000_FPIP_Solicitation_Manual.docx • Prepare and provide a Post-installation M&V Findings Report that includes M&V protocol, pre and post install measurements (and calculations), analysis, and results performed in this task. Results should at a minimum report on the reduction of electricity, natural gas and/or other fossil fuel usage and reductions of GHG emissions that directly result from this project.

  • Drug Test Results 1. All records pertaining to department-required drug tests shall remain confidential, and shall not be provided to other employers or agencies without the written permission of the person whose records are sought. However, medical, administrative, and immediate supervisory personnel may have access to relevant portions of the records as necessary to insure the acceptable performance of the officer's job duties.

  • CONTRACTOR RESOURCES Contractor shall obtain approval in advance by the State, in consultation with the Agency, of all employees, independent contractors or agents proposed for each SOW-RFP Project (“Key Personnel”). Key Personnel shall be identified in each SOW Agreement. Contractor shall use reasonable efforts to make available all Key Personnel for the entire life of the SOW RFP Project. Contractor shall not change Key Personnel without providing the State written justification and obtaining prior written approval of the State. State approvals for replacement of Key Personnel will not be unreasonably withheld. The replacement of Key Personnel shall have comparable or greater skills and applied experience than being replaced and be subject to reference and background checks described above. If Contractor removes Key Personnel for any reason, Contractor agrees to provide replacement Key Personnel and shall provide the first thirty (30) days of such replacement resource(s) with equivalent skill at no charge. Notwithstanding the foregoing, the State acknowledges that Key Personnel may become unavailable due to termination of employment for any reason, through disability or death, illness, or through leave of absence such as FMLA or National Guard duty for example. In such circumstances, Contractor shall promptly notify the State in writing of the impending or actual departure of any Key Personnel and of the qualifications and identity of proposed replacement Key Personnel. The State has the right to reasonably disapprove of any replacement Key Personnel. If Key Personnel does not perform up to acceptable or professional standards as required in this Master Agreement or the SOW Agreement, Contractor shall, when notified by the State, either replace the employees, independent contractors or agents with approved employees, independent contractors or agents or take remedial action agreed by State to ensure that Contractor Resources are acceptable to the State for the SOW Agreement. The State’s right to request replacement of Contractor personnel hereunder relates solely to the removal of individuals from work on this Master Agreement and/or the particular SOW Agreement and does not create any employment or principal- agent relationship with the State. Nothing in this Master Agreement or any SOW Agreement entered into hereunder authorizes the State to direct the Contractor’s termination of, or other adverse action related to, the employment of any individual.

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