Script started on Thu Jul 25 17:11:06 1991
(ulysses.1) <- Learn
Performance Test...


Backpropagation Learning

Black Boxes:

iris (Saved at Iteration 0)

Loading Data Files...Done.

Forward...

Elapsed compute time: 5.750000 seconds
Elapsed system time: 0.120000 seconds
Average performance on this task = 678261 connections per second


Total Iterations 100000
Total Epochs 1000.000000
Total number of connections: 39
        9.7 real         5.8 user         0.2 sys  

Learn...


Backpropagation Learning

Black Boxes:

iris (Saved at Iteration 0)

Loading Data Files...Done.

Learning...

Learning Rate: 0.001000
Inertia: 0.950000
Not testing.
Saving every 100000 iterations.
Truncating Learning after 1000000 iterations.
Dumping Network at 100000.
Dumping Network at 200000.
Dumping Network at 300000.
Dumping Network at 400000.
Dumping Network at 500000.
Dumping Network at 600000.
Dumping Network at 700000.
Dumping Network at 800000.
Dumping Network at 900000.
Dumping Network at 1000000.
Dumping Network at 1000000.

Learning Rate: 0.001000
Inertia: 0.950000

Elapsed compute time: 157.290000 seconds
Elapsed system time: 0.370000 seconds
Average performance on this task = 247950 connections per second


Total Iterations 1000000
Total Epochs 10000.000000
Total number of connections: 39
      310.8 real       157.3 user         0.5 sys  

Test on training set...

Loading Saved Network: Network.save

Backpropagation Learning

Black Boxes:

iris (Saved at Iteration 999845)

Loading Data Files...Done.

Forward...

iris:
Maxima: 0.499999 0.460063 0.499999 
Minima: -0.499999 -0.490945 -0.499999 
Means: -0.160036 -0.188603 -0.140917 
Variances: 0.224059 0.106388 0.211575 

Pd = 100/100 = 1.000000
Pfa = 0/100 = 0.000000

Elapsed compute time: 0.230000 seconds
Elapsed system time: 0.120000 seconds
Average performance on this task = 16956.5 connections per second


Total Iterations 100
Total Epochs 1.000000
Total number of connections: 39

Test on testing set...

Loading Saved Network: Network.save

Backpropagation Learning

Black Boxes:

iris (Saved at Iteration 999845)

Loading Data Files...Done.

Forward...

iris:
Maxima: 0.499999 0.461822 0.499999 
Minima: -0.499999 -0.483971 -0.499999 
Means: -0.179769 -0.161239 -0.188154 
Variances: 0.217002 0.115021 0.207609 

Pd = 48/50 = 0.960000
Pfa = 2/50 = 0.040000

Elapsed compute time: 0.140000 seconds
Elapsed system time: 0.80000 seconds
Average performance on this task = 13928.6 connections per second


Total Iterations 50
Total Epochs 1.000000
Total number of connections: 39

Loading Saved Network: Network.save

Backpropagation Learning

Black Boxes:

iris (Saved at Iteration 999845)

BlackBox: iris
Layer: iris:Class
Node[0,0]:
   Bias=-0.036389
Node[1,0]:
   Bias=0.685249
Node[2,0]:
   Bias=-0.405195
Connection from $INPUTS:
Node[0,0]:
0.103804 0.317097 -0.499957 -0.192469 
Node[1,0]:
0.047596 0.079257 -0.144219 -0.302949 
Node[2,0]:
-1.188486 -1.264816 1.836715 1.283481 
Connection from iris:Hidden:
Node[0,0]:
-0.092138 0.059887 -0.027970 
Node[1,0]:
4.334121 3.073002 4.208502 
Node[2,0]:
-0.222067 -0.283535 -0.168853 
Layer: iris:Hidden
Node[0,0]:
   Bias=-0.001948
Node[1,0]:
   Bias=0.081650
Node[2,0]:
   Bias=0.072260
Connection from $INPUTS:
Node[0,0]:
-0.126270 -0.273003 0.578555 0.274015 
Node[1,0]:
-0.035295 -0.350948 0.469377 0.204812 
Node[2,0]:
-0.034285 -0.378698 0.502432 0.303888 


Elapsed compute time: 0.40000 seconds
Elapsed system time: 0.80000 seconds
Average performance on this task = 0 connections per second


Total Iterations 0
Total number of connections: 39
(ulysses.2) <- exit
(ulysses.3) <- 
script done on Thu Jul 25 17:16:49 1991
