 

 The total number of lines in the test.dat file is    4  84 380 test.dat 


	 NOTE: The number  should be integer and should be equal   

 number of lines in 'test.dat' file. The model uses this data 

 for predictions. 



 No. of DATA : 4

 No. Of Data :  4
 3 21
Reading in specs from spec.t1 
Number of regularisers: 23
Number in each class:
5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	6	
Check spec read OK: this should say LAST_STRING: LAST_STRING
Have Read in specifications
reading in matrix from norm_test.in
matrix in
reading in matrix from d/outran.x
matrix in
outputs will be written to _out
with error bars
reading in matrix
lu matrix in
outputs/targets will be written to _ot
residuals will be written to _res
sensitivities will be written to _sen
Reading in specs from spec.t1 
Number of regularisers: 23
Number in each class:
4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	4	5	
Check spec read OK: this should say LAST_STRING: LAST_STRING
Have Read in specifications
reading in matrix from norm_test.in
matrix in
reading in matrix from d/outran.x
matrix in
outputs will be written to _out
with error bars
reading in matrix
lu matrix in
outputs/targets will be written to _ot
residuals will be written to _res
sensitivities will be written to _sen
Reading in specs from spec.t1 
Number of regularisers: 23
Number in each class:
5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	6	
Check spec read OK: this should say LAST_STRING: LAST_STRING
Have Read in specifications
reading in matrix from norm_test.in
matrix in
reading in matrix from d/outran.x
matrix in
outputs will be written to _out
with error bars
reading in matrix
lu matrix in
outputs/targets will be written to _ot
residuals will be written to _res
sensitivities will be written to _sen
      -0.0959617       0.0207646      -0.1167263      -0.0751971
      -0.1934533       0.0202491      -0.2137024      -0.1732042
      -0.0781007       0.0225063      -0.1006070      -0.0555944
       0.3451767       0.0301769       0.3149998       0.3753535
[H[2J   Predicted     Error   Predicted-Error   Predicted+Error
     19.7443588      0.8451192     18.8992396     20.5894780
     15.7764507      0.8241384     14.9523123     16.6005891
     20.4713015      0.9160064     19.5552951     21.3873079
     37.6986917      1.2281998     36.4704919     38.9268875
