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79 строки
1.7 KiB
Plaintext
79 строки
1.7 KiB
Plaintext
Matrix Validation Report
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======================
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A Matrix (Observation Model):
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- Shape: (3, 3)
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- Column stochastic: True
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- Non-negative: True
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Observation probabilities:
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P(Low|Low) = 0.202
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P(Low|Medium) = 0.003
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P(Low|High) = 0.411
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P(Medium|Low) = 0.582
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P(Medium|Medium) = 0.714
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P(Medium|High) = 0.186
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P(High|Low) = 0.216
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P(High|Medium) = 0.283
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P(High|High) = 0.403
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B Matrix (Transition Model):
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- Shape: (3, 3, 3)
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Action: Decrease
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- Column stochastic: True
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- Non-negative: True
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Transition probabilities:
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P(Low|Low,Decrease) = 0.324
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P(Low|Medium,Decrease) = 0.186
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P(Low|High,Decrease) = 0.012
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P(Medium|Low,Decrease) = 0.320
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P(Medium|Medium,Decrease) = 0.162
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P(Medium|High,Decrease) = 0.722
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P(High|Low,Decrease) = 0.356
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P(High|Medium,Decrease) = 0.651
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P(High|High,Decrease) = 0.266
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Action: Stay
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- Column stochastic: True
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- Non-negative: True
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Transition probabilities:
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P(Low|Low,Stay) = 0.423
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P(Low|Medium,Stay) = 0.005
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P(Low|High,Stay) = 0.182
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P(Medium|Low,Stay) = 0.257
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P(Medium|Medium,Stay) = 0.738
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P(Medium|High,Stay) = 0.719
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P(High|Low,Stay) = 0.320
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P(High|Medium,Stay) = 0.257
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P(High|High,Stay) = 0.099
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Action: Increase
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- Column stochastic: True
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- Non-negative: True
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Transition probabilities:
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P(Low|Low,Increase) = 0.320
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P(Low|Medium,Increase) = 0.367
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P(Low|High,Increase) = 0.486
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P(Medium|Low,Increase) = 0.241
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P(Medium|Medium,Increase) = 0.364
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P(Medium|High,Increase) = 0.264
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P(High|Low,Increase) = 0.438
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P(High|Medium,Increase) = 0.269
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P(High|High,Increase) = 0.250
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C Matrix (Log Preferences over Observations):
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- Shape: (3,)
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Log preference values:
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ln P(Low) = 0.100
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ln P(Medium) = 2.000
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ln P(High) = 0.100
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Normalized preference probabilities:
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P(Low) = 0.115
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P(Medium) = 0.770
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P(High) = 0.115 |