Quote:
Originally Posted by OneHungLo
Riveting level: 9
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Reading data.
Creating network.
Input layer : 8 neurons, 1 bias
Output layer : 1 neurons
Total neurons and biases : 10
Total connections : 9
Connection rate : 1.000
Network type : FANN_NETTYPE_SHORTCUT
Training algorithm : FANN_TRAIN_RPROP
Training error function : FANN_ERRORFUNC_LINEAR
Training stop function : FANN_STOPFUNC_BIT
Bit fail limit : 0.900
Learning rate : 0.700
Learning momentum : 0.000
Quickprop decay : -0.000100
Quickprop mu : 1.750
RPROP increase factor : 1.200
RPROP decrease factor : 0.500
RPROP delta min : 0.000
RPROP delta max : 50.000
Cascade output change fraction : 0.010000
Cascade candidate change fraction : 0.010000
Cascade output stagnation epochs : 12
Cascade candidate stagnation epochs : 12
Cascade max output epochs : 150
Cascade min output epochs : 50
Cascade max candidate epochs : 150
Cascade min candidate epochs : 50
Cascade weight multiplier : 0.400
Cascade candidate limit :1000.000
Cascade activation functions[0] : FANN_SIGMOID_SYMMETRIC
Cascade activation steepnesses[0] : 1.000
Cascade candidate groups : 8
Cascade no. of candidates : 8
Training network.
Max neurons 30. Desired error: 0.000000
Neurons 0. Current error: 1.000001. Total error:256.0002. Epochs 51. Bit fail 256
Neurons 1. Current error: 0.789612. Total error:202.1405. Epochs 153. Bit fail 121. candidate steepness 1.00. function FANN_SIGMOID_SYMMETRIC
Neurons 2. Current error: 0.276934. Total error: 70.8952. Epochs 274. Bit fail 45. candidate steepness 1.00. function FANN_SIGMOID_SYMMETRIC
Neurons 3. Current error: 0.051575. Total error: 13.2032. Epochs 556. Bit fail 10. candidate steepness 1.00. function FANN_SIGMOID_SYMMETRIC
Neurons 4. Current error: 0.026673. Total error: 6.8284. Epochs 789. Bit fail 1. candidate steepness 1.00. function FANN_SIGMOID_SYMMETRIC
Neurons 5. Current error: 0.004277. Total error: 1.0949. Epochs 886. Bit fail 0. candidate steepness 1.00. function FANN_SIGMOID_SYMMETRIC
Train outputs Current error: 0.005600. Epochs 887
Layer / Neuron 01234567890123
L 1 / N 9 CCCCCCCCc.....
L 2 / N 10 CCCCCCCCcd....
L 3 / N 11 CCCCCCCCcec...
L 4 / N 12 bbbbbbbbBCBB..
L 5 / N 13 BBBBBBBBbcbbB.
L 6 / N 14 aaaaaaaaACbDCF
Train error: 0.048417, Train bit-fail: 0, Test error: 0.048416, Test bit-fail: 0
Saving network.
Cleaning up.