Basic Neural Network

Basic Neural Network with PHP-ML

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: 0.112 Mb Time running: 0.18 sec.


                Student 1 prediction: pass
Student 2 prediction: pass