Lab Assignment 3 - Achu0015/BigDataAna-App-SP2K17 GitHub Wiki

                                             #Lab Assignment 3

Solution 1:

Here we are asked to implement the Linear regression model and K-Means Cluster for the parameters in the case study of chimpanzee's daily activities.

For the Linear Regression model we consider two parameters to be location in the 2D plane and amount of time it spent travelling in the location.

The negative values indicate the lower position of the 2D plane (We assume to be in co-ordinate plane XY, 4 Quadrants). The out put for two sample data sets are shown in the below screen shots:

In K-Means, I have implemented 3-Means clustering of the data sets. Output is shown in below screen shots, along with sum of squared errors.

Solution 2:

The video was first divided into several key frames and main frames, all the images are in the path: Output for Clarify

For each main frame the annotations are generated using the Clarify API, below are the console output and screen shots with annotations.