Neural Network Test Analysis
21
Multi layer 70/30 Partition on 70% Neural network frst set Case Processing Summary N Percent Sample Training 185 99.5% T esting 1 0.5% Valid 186 100.0% Excluded 82 Total 268 Network Information nput "a#er $actors 1 pen 2 &ig' ( "o) *o+ariates 1 Volume Num,er o- nits a 51( /escaling et'od -o r *o+aria tes Standardi ed &idden "a#ers3 Num,er o- &idden "a#ers 1 Num,er o- nits in &idden "a#er 1 a 19 4cti+ation $unction &#per,olic tangent utput "a#er ependent Varia,les 1 *lose Num,er o- nits 1 /esc al ing et'od -or Sc al e ependents St andardi ed 4cti+ation $unction dentit# Error $unction Sum o- Suares a. Excluding t'e ,ias unit
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Transcript of Neural Network Test Analysis
8/16/2019 Neural Network Test Analysis
http://slidepdf.com/reader/full/neural-network-test-analysis 1/21
Multi layer 70/30
Partition on 70%
Neural network frst set
Case Processing Summary
N Percent
Sample Training 185 99.5%
Testing 1 0.5%
Valid 186 100.0%
Excluded 82
Total 268
Network Information
nput "a#er $actors 1 pen
2 &ig'
( "o)
*o+ariates 1 Volume
Num,er o- nitsa 51(
/escaling et'od -or *o+ariates Standardied
&idden "a#ers3 Num,er o- &idden "a#ers 1
Num,er o- nits in &idden "a#er 1a 19
4cti+ation $unction &#per,olic tangent
utput "a#er ependent Varia,les 1 *lose
Num,er o- nits 1
/escaling et'od -or Scale ependents Standardied
4cti+ation $unction dentit#
Error $unction Sum o- Suares
a. Excluding t'e ,ias unit
8/16/2019 Neural Network Test Analysis
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8/16/2019 Neural Network Test Analysis
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Model Summary
Training Sum o- Suares Error 8.292
/elati+e Error .090
Stopping /ule sed 1 consecuti+e steps3
)it' no decrease in
error a
Training Time 0700701.9
Testing Sum o- Suares Error .992E:5
/elati+e Error .,
ependent Varia,le7 *lose
a. Error computations are ,ased on t'e testing sample.
,. *annot ,e computed. T'e dependent +aria,le ma# ,e
constant in t'e testing sample.
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Multi layer wit& 70/20/10
Case Processing Summary
N Percent
Sample Training 192 99.5%
Testing 1 0.5%
Valid 19( 100.0%
Excluded 5
Total 268
Network Information
nput "a#er $actors 1 pen
2 &ig'
( "o)
*o+ariates 1 Volume
Num,er o- nitsa 5(
/escaling et'od -or *o+ariates Standardied
&idden "a#ers3 Num,er o- &idden "a#ers 1
Num,er o- nits in &idden "a#er 1a 19
4cti+ation $unction &#per,olic tangent
utput "a#er ependent Varia,les 1 *lose
Num,er o- nits 1
/escaling et'od -or Scale ependents Standardied
4cti+ation $unction dentit#
Error $unction Sum o- Suares
a. Excluding t'e ,ias unit
8/16/2019 Neural Network Test Analysis
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8/16/2019 Neural Network Test Analysis
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Model Summary
Training Sum o- Suares Error 88.(6
/elati+e Error .929
Stopping /ule sed 1 consecuti+e steps3
)it' no decrease in
error a
Training Time 0700701.9(
Testing Sum o- Suares Error 1.058E:
/elati+e Error .,
ependent Varia,le7 *lose
a. Error computations are ,ased on t'e testing sample.
,. *annot ,e computed. T'e dependent +aria,le ma# ,e
constant in t'e testing sample.
