Assignment 2: Analytics ReportThe purpose of this task is to provide students with practical...

Question

Assignment 2: Analytics ReportThe purpose of this task is to provide students with practical experience in writing a data analytical report to provide useful insights, pattern and trends in a chosen dataset in the light of a set of tasks required within this document. This dataset will be chosen from the UC Irvine Machine Learning Repository1 . This activity will give students the opportunity to show innovation and creativity in applying the WEKA data mining software, and designing useful visualization and data mining solutions presented as an analytics report.

itech1103-assignment-analyticsreport-ucirepo-nuajyv5i-d2qvwnpm.pdf

Anjali · Accepted Answer

Task1: Data choice
The detection of cancer according to the age group can be analysed in this approach. This dataset is downloaded from UC Irvine Machine Learning Repository following are the details related conversion of CSV to. arff format.  After downloading the data the conversion of CSV in to arff file is done and the screens of the data 
Background 
Cervical cancer is more prevalent in women and it occurs in the cells of the cervix, the lower of the uterus that is connected to the vagina include cancer tissues that impact the health of an individual therefore it is necessary to detect the cancer at the early stages. It is necessary to detect the cancer on early stages because quality of care can be provided to the patient timely. It helps to save the life of an individual who is suffering from cancer, therefore the data related to cervical cancer is opted in this analysis. The risks related to cervical cancer is predicted in this approach on the basis of different parameters like Age, Number of sexual partners, first sexual intercourse, Num of pregnancies, Smokes, Smokes (years), Smokes (No. of packs/year), Hormonal Contraceptives, Hormonal Contraceptives (years), IUD and STD’s etc. The total number of patients who are suffering from cancer in Australia is 913 (newly diagnosed) females in 2021 that is 1.3% and this statistic is increasing day by day. Therefore, it is a issue of concern for the government of Australia because it is degrading the quality of life provided to the residents. A proactive plan or approach is required to dela with the risks related to cervical cancer and machine learning play a important role manage the risks. Early-stage detection of cancer is necessary because it help to provide the timely cure or prevention to the different patients that help to increase the life span of an individual. 
Task 3 - Data description 
 There are different instances available in this dataset such as age, number of sexual partners,

Assignment 2: Analytics ReportThe purpose of this task is to provide students with practical experience in writing a data analytical report to provide useful insights, pattern and trends in a chosen...

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