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Table 1 Different experimental protocols and results

From: Particle filter-based parameter estimation algorithm for prognostic risk assessment of progression in non-small cell lung cancer

 

The first experiment

The second experiment

The third experiment

The fourth experiment

A

N(0,1)

N(0,1)

N(0,1)

N(0,1)

Q

No standardization and no difference

Differentiation

Differentiation and standardization

Differentiation and standardization

R

0.1

0.1

0.1

0.05

N

100

100

100

100

T

608

608

608

608

Accuracy

0.4895

0.7366

0.8556

0.8324

Stability of parameters

poor

poor

poor

poor

 

The fifth experiment

The sixth experiment

The seventh experiment

The eighth experiment

A

N(0,1) *0.05

N(0,1)

N(0,1) *0.1

N(0,1)

Q

Differentiation and standardization

Differentiation and standardization *0.05

Differentiation and standardization

Differentiation and standardization *0.1

R

0.1

0.1

0.1

0.1

N

100

100

100

100

T

608

608

608

608

Accuracy

0.85

0.8625

0.8601

0.9184

Stability of parameters

poorer

good

poorer

very good