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Data Mining on EEG : Report

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Added on  2020-01-21

Data Mining on EEG : Report

   Added on 2020-01-21

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DATA MININGREPORT
Data Mining on EEG : Report_1
SUMMARY AND ABSTRACTIn this report impact of eye open and close on EEG results is identified. In this regard data iscollected and regression tool isapplied on collected data. Detail analysis of all data is done by using thistool and it is identified that there is no or very little impact of eye opening and closing on the collecteddata.
Data Mining on EEG : Report_2
TABLE OF CONTENTScope and limitation....................................................................................................................................4Introduction.................................................................................................................................................4Presentation of report..................................................................................................................................4Discussion...................................................................................................................................................6Conclusion...................................................................................................................................................7Recommendation.........................................................................................................................................7APPENDIX.................................................................................................................................................7REFERENCES..........................................................................................................................................22
Data Mining on EEG : Report_3
SCOPE AND LIMITATIONThis research covered analysis of facts and help in identifying effectiveness of treatment.Limitation is that while collecting data there may be some error.INTRODUCTION In this report statistical tools are applied on given data and results are interpreted.Regression is a very important statistical tool that is used by data analysts in their practice (EEGartifacts, 2016). In this report regression analysis is done and results are interpreted properly.Step by step regression of all data is done and conclusions are derived from results of statisticaltool.PRESENTATION OF REPORTIn this project data of different EEG observations are taken and impact of eye open andclose on the EEG results are identified. From business purpose this report identified whether eyeopen or close really affects results produced by EEG. In research it is find out that there is noimpact of eye open and close on results produced by EEG machines. It has been observed that inmost of medial institutes doctors said their patients to close their eyes during EEG process. Someof patients get feared from such process. On the basis of our research we will do not recommendpatients to open or close their eyes. Due to this reason they may to some extent feel comfortableand may recommend other to take EEG test from our health institute. From business perspectiveachievement of similar results in most of EEG trials is the parameter of successful outcome ofthe research results. This parameter is determined because if we will do so and all trials willshow same results then there will be validity and reliability of results produced by the research.Hence, achievement of same result is determined as parameter of successful outcome for thisproject. Apart from this success factor there are some of the other factors that can be consideredin determining data analysis goals. Identifying possibility of truthfulness of the research result isone of the factors that is considered in determining data analysis goal. Research result that wewant to achieve is that eye open and close does not affect EEG results. In order to determine dataanalysis goal this factor is taken in to account and data analysis is done in proper way. Dataquality was one of the important constraints in this research. It was very difficult to collect everymovement data in single EEG trial. Hence, keeping consistent eye on each and every change infigure of EEG acts a big constraint in maintaining data quality. Every attempt is made to makesure that collected data is accurate. There were three data analysis techniques that were available
Data Mining on EEG : Report_4

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