Neural Net test

Neural Net

Following the guide of the book (online tutorial) Neural Network and Deep Leaning I implemented a neural network using Scala.

Some results:

• 1 hidden layer

Layers: 784, 30, 10

Test Results (Correct Predications / Total):
9147 / 10000
9291 / 10000
9336 / 10000
9357 / 10000
9403 / 10000
9391 / 10000
9415 / 10000
9435 / 10000
9461 / 10000
9482 / 10000
9457 / 10000
9482 / 10000
9472 / 10000
9496 / 10000
9513 / 10000
9483 / 10000
9495 / 10000
9504 / 10000
9486 / 10000
9510 / 10000
9488 / 10000
9479 / 10000
9507 / 10000
9519 / 10000
9515 / 10000
9508 / 10000
9522 / 10000
9514 / 10000
9513 / 10000
9509 / 10000

• 2 hidden layers

Layers: 784, 100, 30, 10

Test Results (Correct Predications / Total):
9106 / 10000
9221 / 10000
9329 / 10000
9419 / 10000
9438 / 10000
9519 / 10000
9527 / 10000
9503 / 10000
9530 / 10000
9549 / 10000
9543 / 10000
9566 / 10000
9538 / 10000
9538 / 10000
9602 / 10000
9566 / 10000
9600 / 10000
9614 / 10000
9607 / 10000
9593 / 10000
9596 / 10000
9589 / 10000
9608 / 10000
9616 / 10000
9602 / 10000
9612 / 10000
9626 / 10000
9629 / 10000
9617 / 10000
9614 / 10000