Basic Neural Network

Basic Neural Network with Rubix

Basic Neural Network with no hidden layers (simple perceptron)

Dataset

Test Data


                        
hours study,previous score,result
2,65,fail
1,45,fail
8,76,pass
4,75,pass
7,90,pass
3,55,fail
6,78,pass
5,80,pass
8,85,pass
7,88,pass


                    hours study,previous score
6,82  // New student: 6 hours study, 82% previous score
1,50  // New student: 1 hour study, 50% previous score

Chart: Linear Separation

Result: Memory: 1.301 Mb Time running: 0.057 sec.


                Student 1 prediction: pass
Student 2 prediction: fail