Submit a report detailing the execution plan of a machine learning model solution for your chosen scenario. The report will include an evaluation plan of model result accuracy, detailing possible model parameter changes for identification of recommended parameter values. Additionally, the report should include an analysis of the possible model results for any organizational impact.

Case Study #4

Dataset name: User Identification From Walking Activity

Data Dataset location: http://archive.ics.uci.edu/ml/machine-learning-databases/00286/User%20Identification%20From%20Walking%20Activity.zip

Dataset attributes: 149332 observables of 4 variables; accelerometer data from 22 subjects

Dataset info: https://archive.ics.uci.edu/ml/datasets/User+Identification+From+Walking+Activity Problem: Classify and identify subjects based on motions