Linear Regression using Batch Gradient Descent

Linear Regression 1, increasing Y value 0 - 50 with increasing noise level Noise level is +- 50% of the original Y value
Created with Highcharts 6.2.0ValuesMeasurement010203040020406080Highcharts.com
Linear Regression 2, static number 50 with static noise level +- 25
Created with Highcharts 6.2.0ValuesMeasurement01020304020406080Highcharts.com

Linear Regression using Stochastic Gradient Descent

Linear Regression 3, increasing Y value 0 - 50 with increasing noise level Noise level is +- 50% of the original Y value
Created with Highcharts 6.2.0ValuesMeasurement010203040020406080Highcharts.com
Linear Regression 4, static number 50 with static noise level +- 25
Created with Highcharts 6.2.0ValuesMeasurement01020304020406080Highcharts.com
Batch Gradient Descent - Learning Rate = 0.001
Stochastic Gradient Descent - Learning Rate = 0.02