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Patient103 time=1
Patient103 time=2
...
Patient103 time=n
Patient103 time=1
Patient103 time=2
...
Patient103 time=n
Age: 23
Age: 23
Age: 23
Age: 23
Age: 23
Age: 23
FirstPregnancy: no
Anemia: no
Diabetes: no
PreviousPrematureBirth: no
Ultrasound: ?
FirstPregnancy: no
Anemia: no
Diabetes: YES
PreviousPrematureBirth: no
Ultrasound: abnormal
FirstPregnancy: no
Anemia: no
Diabetes: no
PreviousPrematureBirth: no
Ultrasound: ?
FirstPregnancy: no
Anemia: no
Diabetes: no
PreviousPrematureBirth: no
Ultrasound: ?
FirstPregnancy: no
Anemia: no
Diabetes: YES
PreviousPrematureBirth: no
Ultrasound: abnormal
FirstPregnancy: no
Anemia: no
Diabetes: no
PreviousPrematureBirth: no
Ultrasound: ?
Elective C−Section: ?
Emergency C−Section: ?
...
Elective C−Section: no
Emergency C−Section: ?
...
Elective C−Section: no
Emergency C−Section: Yes
Elective C−Section: ?
Emergency C−Section: ?
...
Elective C−Section: no
Emergency C−Section: ?
...
Emergency C−Section: Yes
...
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Customer103: (time=t0)
Customer103: (time=t0)
Customer103: (time=t1)
Years of credit: 9
Loan balance: $2,400
Years of credit: 9
Loan balance: $3,250
Years of credit: 9
Loan balance: $4,500
Income: $52k
Own House: Yes
Income: ?
Income: ?
Own House: Yes
Own House: Yes
Other delinquent accts: 2
Other delinquent accts: 2
Other delinquent accts: 3
Max billing cycles late: 3
Max billing cycles late: 4
Max billing cycles late: 6
Profitable customer?: ?
Profitable customer?: ?
Profitable customer?: No
...
...
...
Customer103: (time=tn)
Customer103: (time=tn)
Sex: M
Age: 53
Income: $50k
Own House: Yes
Sex: M
Age: 53
Income: $50k
Own House: Yes
MS Products: Word
Computer: 386 PC
MS Products: Word
Computer: Pentium
MS Products: Word
Computer: Pentium
Purchase Excel?: ?
Purchase Excel?: ?
Purchase Excel?: Yes
...
...
...
Customer103: (time=t0)
Sex: M
Age: 53
Income: $50k
Own House: Yes
Checking: $5k
Customer103: (time=t1)
...
Customer103: (time=tn)
Sex: M
Age: 53
Income: $50k
Own House: Yes
Sex: M
Age: 53
Income: $50k
Own House: Yes
Checking: $20k
Checking: $0
Savings: $15k
Savings: $0
Savings: $0
Current−customer?:
...
yes
Current−customer?:
yes
...
Current−customer?: No
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Customer103: (time=t1)
Sex: M
Age: 53
Income: $50k
Own House: Yes
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Product72:
(time=t1)
...
Product72:
(time=tn)
Stage: mix
Stage: cook
Stage: cool
Mixing−speed: 60rpm
Viscosity: 1.3
Temperature: 325
Viscosity: 3.2
Fan−speed: medium
Viscosity: 1.3
Fat content: 15%
Fat content: 12%
Fat content: 12%
Density: 2.8
Spectral peak: 2800
Density: 1.1
Spectral peak: 3200
Density: 1.2
Spectral peak: 3100
Product underweight?: ??
Product underweight?: ??
Product underweight?: Yes
...
...
...
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/1032543687:9.;=<?>A@CBED<F6HG>AI:6KJ
Determine Type
of Training Experience
›Š=#$2;O"(M"51'D
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Games against
self
...
Table of correct
moves
Determine
Target Function
µ ; =N#*"NB?'=L#>5B’s"(MK#>NM $ ³K;O5)($ .02%(O $ D
$=(P$8Q-1RMS$T
} 0 … ­
Board
➝ move
...
Board
➝ value
Determine Representation
of Learned Function
($
Polynomial
...
Linear function
of six features
Artificial neural
network
Determine
Learning Algorithm
Gradient
descent
Linear
programming
...
Completed Design
Quz
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