
Script started on Wed Jan 22 09:35:50 1992
[/dev/ttyp008]
CRAY-C90-1CPU$ Learn
Performance Test...


Backpropagation Learning

Black Boxes:

iris (Saved at Iteration 0)

Loading Data Files...Done.

Forward...

Total Iterations 100000
Total Epochs 1000.000000
Total number of connections: 39

           seconds          clocks
elapsed    7.71272      1851051992
user       2.98175       715620880
sys        0.09189        22052469

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

Total Iterations 1000000
Total Epochs 10000.000000
Total number of connections: 39

           seconds          clocks
elapsed  176.93243     42463782239
user      61.53955     14769491664
sys        1.13438       272251236

Test on training set...

Loading Saved Network: Network.save

Backpropagation Learning

Black Boxes:

iris (Saved at Iteration 997863)

Loading Data Files...Done.

Forward...

iris:
Maxima: 0.499999 0.456309 0.499999 
Minima: -0.499999 -0.491748 -0.499999 
Means: -0.160036 -0.196034 -0.140658 
Variances: 0.224058 0.104942 0.211720 

Pd = 99/100 = 0.990000
Pfa = 1/100 = 0.010000

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 997863)

Loading Data Files...Done.

Forward...

iris:
Maxima: 0.499999 0.454984 0.499999 
Minima: -0.499999 -0.485158 -0.499999 
Means: -0.179770 -0.169128 -0.188041 
Variances: 0.217001 0.112948 0.207705 

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

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 997863)

BlackBox: iris
Iterations: 997863
Layer: iris:Class
Node[0,0]:
   Bias=-0.036399
Node[1,0]:
   Bias=0.689169
Node[2,0]:
   Bias=-0.405487
Connection from $INPUTS:
Node[0,0]:
0.103721 0.316949 -0.499753 -0.192383 
Node[1,0]:
0.046774 0.079272 -0.144608 -0.303197 
Node[2,0]:
-1.188303 -1.265180 1.837152 1.283144 
Connection from iris:Hidden:
Node[0,0]:
-0.092186 0.059960 -0.028058 
Node[1,0]:
4.345589 3.045162 4.220454 
Node[2,0]:
-0.222144 -0.283721 -0.168974 
Layer: iris:Hidden
Node[0,0]:
   Bias=-0.001349
Node[1,0]:
   Bias=0.081608
Node[2,0]:
   Bias=0.072825
Connection from $INPUTS:
Node[0,0]:
-0.147945 -0.266193 0.530028 0.253265 
Node[1,0]:
-0.047542 -0.343461 0.439597 0.191962 
Node[2,0]:
-0.055761 -0.371575 0.457271 0.285220 


Total Iterations 0
Total number of connections: 39


Backpropagation Learning

Black Boxes:

iris (Saved at Iteration 0)

Loading Data Files...Done.

Welcome to the MIGRAINES user interface.
Copyright (C) 1988,1989,1990,1991,1992 The MITRE Corporation.
Type ? for help.
Type quit to end this session.

MIGRAINES% 
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        <<<< Open pipe to file >>>>
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iris:Class% 
iris:Class% 
        <<<< Close pipes >>>>
iris:Class% 
Closing HiddenValues

iris:Class% 
Closing OutputValues

iris:Class% 
iris:Class% 
Total number of connections: 39
./Learn: gnuplot: not found


Backpropagation Learning

Black Boxes:

iris (Saved at Iteration 0)

Loading Data Files...Done.

Welcome to the MIGRAINES user interface.
Copyright (C) 1988,1989,1990,1991,1992 The MITRE Corporation.
Type ? for help.
Type quit to end this session.

MIGRAINES% 
MIGRAINES% 
MIGRAINES% 
MIGRAINES% 
MIGRAINES% 
MIGRAINES% 
MIGRAINES% 
MIGRAINES% 
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iris% 
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iris% 
iris% 
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iris% 
        <<<< Open pipe to file >>>>
iris% 
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iris:Hidden% 
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Writing to data to HiddenValues

iris:Hidden% 
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iris% 
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iris:Class% 
iris:Class% 
        <<<< Close pipes >>>>
iris:Class% 
Closing HiddenValues

iris:Class% 
Closing OutputValues

iris:Class% 
iris:Class% 
Total number of connections: 39
./Learn: gnuplot: not found
CRAY-C90-1CPU$ exit

Script finished on Wed Jan 22 09:39:07 1992

