Cooperative Institute for Meteorological Satellite Studies / University of Wisconsin-Madison
Tropical Cyclones
AI Rapid Intensification Index

 

current Nineteen intensity image current Nineteen RI diff image

 


Roslyn at 10/24/22 00 UTC. Intensity = 30 kts, MPI = 159 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 0.0% 0.1% 0.1% 0.0% 0.0% 0.0% 0.0% 0.1% SHIPS Consensus 0.0% 0.0% 0.0% 0.0% 0.0% N/A N/A N/A
AI-RI in SHIPS Consensus 0.0% 0.0% 0.0% 0.0% 0.0% N/A N/A N/A SHIPS-RII 0.0% 0.0% 0.0% 0.0% 0.0% N/A N/A N/A
AI-RI and DTOPS N/A N/A N/A N/A N/A N/A N/A N/A Logistic Regression 0.0% 0.0% 0.0% 0.0% 0.0% N/A N/A N/A
Bayesian 0.0% 0.0% 0.0% 0.0% 0.0% N/A N/A N/A
DTOPS N/A N/A N/A N/A N/A N/A N/A N/A
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Roslyn at 10/23/22 18 UTC. Intensity = 60 kts, MPI = 174 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.3% SHIPS Consensus 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A
AI-RI in SHIPS Consensus 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A SHIPS-RII 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A
AI-RI and DTOPS 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% Logistic Regression 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A
Bayesian 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A
DTOPS 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
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Roslyn at 10/23/22 12 UTC. Intensity = 105 kts, MPI = 188 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 0.2% 0.0% 0.0% 0.0% 0.0% 0.2% 0.0% 0.1% SHIPS Consensus 0.1% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A
AI-RI in SHIPS Consensus 0.1% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A SHIPS-RII 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A
AI-RI and DTOPS 49.6% 0.0% 0.0% 3.0% 7.0% 0.1% 0.0% 0.0% Logistic Regression 0.2% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A
Bayesian 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% N/A
DTOPS 99.0% 0.0% 0.0% 6.0% 14.0% 0.0% 0.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/23/22 06 UTC. Intensity = 110 kts, MPI = 173 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 0.4% 0.1% 0.0% 0.0% 0.1% 0.0% 0.0% 0.1% SHIPS Consensus 1.7% 1.5% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
AI-RI in SHIPS Consensus 1.3% 1.1% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% SHIPS-RII 4.6% 4.5% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
AI-RI and DTOPS 1.7% 0.0% 0.0% 2.0% 3.5% 0.0% 0.0% 0.0% Logistic Regression 0.4% 0.1% 0.1% 0.0% 0.0% 0.0% 0.0% 0.0%
Bayesian 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
DTOPS 3.0% 0.0% 0.0% 4.0% 7.0% 0.0% 0.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/23/22 00 UTC. Intensity = 115 kts, MPI = 161 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 1.2% 0.4% 0.2% 0.2% 0.1% 0.0% 0.0% 0.1% SHIPS Consensus 2.9% 3.0% 0.1% 0.0% 0.1% 0.0% 0.0% 0.0%
AI-RI in SHIPS Consensus 2.4% 2.3% 0.1% 0.0% 0.0% 0.0% 0.0% 0.0% SHIPS-RII 7.0% 8.6% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
AI-RI and DTOPS 1.1% 0.2% 0.1% 0.1% 0.0% 0.0% 0.0% 0.0% Logistic Regression 1.5% 0.4% 0.3% 0.1% 0.2% 0.0% 0.0% 0.0%
Bayesian 0.1% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
DTOPS 1.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/22/22 18 UTC. Intensity = 115 kts, MPI = 159 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 3.7% 0.7% 1.4% 0.3% 0.6% 0.0% 0.0% 0.1% SHIPS Consensus 4.1% 4.8% 0.4% 0.1% 0.4% 0.0% 0.0% 0.0%
AI-RI in SHIPS Consensus 4.0% 3.7% 0.6% 0.1% 0.4% 0.0% 0.0% 0.0% SHIPS-RII 8.8% 13.2% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
AI-RI and DTOPS 1.8% 0.3% 0.7% 0.1% 0.3% 0.0% 0.0% 0.0% Logistic Regression 2.9% 1.1% 1.1% 0.4% 1.1% 0.0% 0.0% 0.0%
Bayesian 0.8% 0.1% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
DTOPS 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/22/22 12 UTC. Intensity = 110 kts, MPI = 164 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 6.2% 5.9% 5.4% 4.8% 2.3% 0.0% 0.0% 0.1% SHIPS Consensus 14.1% 8.8% 8.6% 7.5% 3.0% 0.1% 0.0% 0.0%
AI-RI in SHIPS Consensus 12.1% 8.0% 7.7% 6.8% 2.8% 0.1% 0.0% 0.0% SHIPS-RII 17.0% 20.4% 19.0% 18.2% 0.0% 0.0% 0.0% 0.0%
AI-RI and DTOPS 7.6% 2.9% 2.7% 2.4% 1.1% 0.0% 0.0% 0.0% Logistic Regression 21.9% 5.5% 6.5% 4.1% 9.0% 0.4% 0.1% 0.0%
Bayesian 3.4% 0.5% 0.2% 0.1% 0.0% 0.0% 0.0% 0.0%
DTOPS 9.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/22/22 06 UTC. Intensity = 100 kts, MPI = 160 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 21.2% 19.0% 17.0% 10.2% 5.1% 0.2% 0.0% 0.1% SHIPS Consensus 31.9% 13.0% 12.1% 11.0% 8.7% 6.1% 0.2% 0.0%
AI-RI in SHIPS Consensus 29.2% 14.4% 13.3% 10.8% 7.8% 4.6% 0.1% 0.0% SHIPS-RII 50.2% 26.8% 23.7% 23.0% 14.5% 15.5% 0.0% 0.0%
AI-RI and DTOPS 30.6% 14.5% 11.5% 7.6% 4.0% 0.1% 0.0% 0.0% Logistic Regression 40.2% 11.7% 12.3% 10.0% 11.6% 2.9% 0.7% 0.0%
Bayesian 5.4% 0.4% 0.2% 0.1% 0.1% 0.0% 0.0% 0.0%
DTOPS 40.0% 10.0% 6.0% 5.0% 3.0% 0.0% 0.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/22/22 00 UTC. Intensity = 75 kts, MPI = 156 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 42.3% 47.2% 50.5% 40.5% 34.6% 3.3% 0.2% 1.4% SHIPS Consensus 40.7% 33.5% 22.7% 18.8% 18.2% 10.1% 4.6% 0.1%
AI-RI in SHIPS Consensus 41.1% 36.9% 29.6% 24.2% 22.2% 8.4% 3.5% 0.3% SHIPS-RII 45.8% 40.1% 29.7% 24.0% 15.8% 19.2% 12.2% 0.0%
AI-RI and DTOPS 45.1% 45.6% 42.2% 30.7% 26.8% 1.6% 0.1% 0.7% Logistic Regression 50.7% 40.1% 30.8% 27.0% 35.5% 10.8% 1.7% 0.2%
Bayesian 25.8% 20.3% 7.5% 5.4% 3.2% 0.3% 0.0% 0.0%
DTOPS 48.0% 44.0% 34.0% 21.0% 19.0% 0.0% 0.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/21/22 18 UTC. Intensity = 60 kts, MPI = 158 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 15.5% 45.0% 26.9% 31.3% 26.3% 7.0% 3.0% 0.1% SHIPS Consensus 6.9% 16.2% 12.4% 9.5% 6.8% 7.2% 5.1% 0.0%
AI-RI in SHIPS Consensus 9.0% 23.4% 16.0% 14.9% 11.7% 7.1% 4.5% 0.0% SHIPS-RII 14.8% 34.7% 29.4% 24.2% 15.3% 19.6% 14.1% 0.0%
AI-RI and DTOPS 12.7% 42.0% 20.9% 18.6% 15.6% 6.0% 1.5% 0.0% Logistic Regression 4.8% 12.1% 7.4% 4.3% 5.0% 1.9% 1.1% 0.1%
Bayesian 1.0% 1.8% 0.5% 0.1% 0.2% 0.1% 0.0% 0.0%
DTOPS 10.0% 39.0% 15.0% 6.0% 5.0% 5.0% 0.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/21/22 12 UTC. Intensity = 55 kts, MPI = 169 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 7.4% 39.8% 40.9% 23.8% 12.1% 12.6% 2.4% 0.3% SHIPS Consensus 8.3% 21.9% 15.4% 11.2% 8.7% 9.0% 5.8% 3.0%
AI-RI in SHIPS Consensus 7.7% 25.1% 21.0% 13.9% 9.0% 9.3% 4.7% 0.2% SHIPS-RII 14.9% 39.2% 32.2% 24.5% 15.0% 22.9% 15.1% 8.4%
AI-RI and DTOPS 13.7% 44.4% 40.4% 24.4% 18.0% 20.3% 3.2% 0.1% Logistic Regression 9.1% 19.9% 12.7% 8.6% 9.6% 3.8% 2.1% 0.5%
Bayesian 1.1% 6.6% 1.4% 0.5% 1.4% 0.5% 0.1% 0.0%
DTOPS 20.0% 47.0% 38.0% 24.0% 22.0% 27.0% 4.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/21/22 06 UTC. Intensity = 55 kts, MPI = 167 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 22.8% 44.9% 47.4% 35.4% 22.6% 21.6% 6.5% 1.1% SHIPS Consensus 23.8% 42.3% 30.9% 23.7% 24.1% 21.8% 9.6% 4.2%
AI-RI in SHIPS Consensus 23.5% 42.9% 35.0% 26.6% 23.7% 21.7% 8.8% 3.4% SHIPS-RII 32.7% 58.3% 52.5% 43.7% 31.8% 45.0% 17.2% 10.9%
AI-RI and DTOPS 21.9% 43.4% 33.7% 23.7% 14.8% 29.8% 9.2% 0.5% Logistic Regression 25.7% 40.7% 27.0% 21.1% 25.3% 17.4% 10.9% 1.8%
Bayesian 13.0% 27.9% 13.3% 6.2% 15.2% 3.1% 0.7% 0.0%
DTOPS 21.0% 42.0% 20.0% 12.0% 7.0% 38.0% 12.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/21/22 00 UTC. Intensity = 45 kts, MPI = 161 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 16.1% 52.4% 42.8% 33.1% 38.7% 39.5% 15.8% 7.8% SHIPS Consensus 10.2% 27.4% 18.1% 14.1% 12.2% 15.6% 10.9% 5.7%
AI-RI in SHIPS Consensus 11.6% 33.6% 24.2% 18.8% 18.8% 21.5% 12.1% 6.2% SHIPS-RII 13.5% 28.5% 25.1% 23.2% 14.0% 27.5% 22.3% 13.0%
AI-RI and DTOPS 12.0% 48.2% 36.4% 25.0% 24.8% 32.7% 18.9% 3.9% Logistic Regression 14.9% 36.1% 23.2% 17.3% 18.7% 16.1% 9.5% 3.8%
Bayesian 2.1% 17.7% 6.0% 1.8% 3.9% 3.1% 0.8% 0.2%
DTOPS 8.0% 44.0% 30.0% 17.0% 11.0% 26.0% 22.0% 0.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Roslyn at 10/20/22 18 UTC. Intensity = 40 kts, MPI = 165 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 4.6% 30.0% 25.2% 16.7% 5.8% 19.5% 28.4% 29.8% SHIPS Consensus 8.9% 25.9% 16.0% 12.4% 7.9% 13.1% 13.2% 9.2%
AI-RI in SHIPS Consensus 6.1% 23.4% 16.5% 12.2% 6.3% 13.1% 14.4% 14.3% SHIPS-RII 12.9% 25.3% 23.3% 22.9% 13.8% 24.1% 26.7% 21.3%
AI-RI and DTOPS 2.8% 20.0% 14.1% 8.8% 3.4% 12.2% 20.7% 18.9% Logistic Regression 10.6% 33.5% 20.4% 13.4% 8.0% 13.2% 11.7% 6.1%
Bayesian 3.2% 19.1% 4.3% 1.0% 1.9% 2.0% 1.3% 0.3%
DTOPS 2.0% 19.0% 11.0% 6.0% 6.0% 9.0% 14.0% 6.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Nineteen at 10/20/22 12 UTC. Intensity = 35 kts, MPI = 173 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 8.0% 27.1% 28.1% 11.4% 5.4% 25.0% 25.5% 16.7% SHIPS Consensus 10.0% 35.2% 20.0% 15.0% 7.5% 19.9% 26.6% 17.5%
AI-RI in SHIPS Consensus 9.5% 33.1% 22.0% 14.1% 6.9% 21.2% 26.3% 17.3% SHIPS-RII 13.1% 38.0% 26.0% 23.0% 14.2% 29.6% 42.2% 38.0%
AI-RI and DTOPS 5.0% 22.5% 18.0% 8.2% 4.7% 17.0% 22.2% 15.3% Logistic Regression 14.4% 45.8% 27.8% 20.3% 7.6% 25.5% 35.2% 14.1%
Bayesian 2.5% 21.8% 6.3% 1.7% 0.6% 4.7% 2.6% 0.6%
DTOPS 2.0% 18.0% 8.0% 5.0% 4.0% 9.0% 19.0% 14.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Nineteen at 10/20/22 00 UTC. Intensity = 30 kts, MPI = 170 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 13.4% 49.3% 33.6% 21.8% 11.3% 37.0% 23.8% 24.5% SHIPS Consensus 10.9% 44.4% 31.1% 22.2% 2.2% 36.7% 37.3% 26.1%
AI-RI in SHIPS Consensus 11.4% 45.6% 31.7% 22.0% 4.4% 36.8% 33.9% 25.7% SHIPS-RII 13.1% 48.4% 35.2% 24.8% 0.0% 43.2% 48.7% 44.2%
AI-RI and DTOPS 7.7% 32.1% 18.8% 12.9% 6.6% 23.5% 21.4% 36.2% Logistic Regression 17.7% 61.7% 45.6% 37.1% 6.3% 64.0% 60.9% 31.1%
Bayesian 1.8% 23.1% 12.6% 4.6% 0.2% 3.1% 2.3% 3.0%
DTOPS 2.0% 15.0% 4.0% 4.0% 2.0% 10.0% 19.0% 48.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------

 


Nineteen at 10/20/22 06 UTC. Intensity = 30 kts, MPI = 173 kts    

 

AI-RI Matrix of RI probabilities SHIPS Matrix of RI probabilities
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/48 65/72
AI-RI 7.4% 41.8% 34.7% 22.9% 15.2% 34.8% 23.2% 17.9% SHIPS Consensus 11.9% 37.1% 22.4% 16.2% 2.2% 20.3% 29.3% 21.0%
AI-RI in SHIPS Consensus 10.7% 38.3% 25.4% 17.8% 5.4% 23.9% 27.7% 20.2% SHIPS-RII 12.6% 35.6% 23.8% 22.4% 0.0% 24.2% 35.3% 38.9%
AI-RI and DTOPS 4.2% 26.9% 19.8% 12.4% 8.6% 19.9% 23.6% 25.4% Logistic Regression 16.2% 47.2% 29.9% 21.0% 5.7% 33.6% 50.1% 23.0%
Bayesian 6.8% 28.6% 13.5% 5.1% 1.0% 3.2% 2.5% 1.0%
DTOPS 1.0% 12.0% 5.0% 2.0% 2.0% 5.0% 24.0% 33.0%
----------------------------------------------------------------------------------------- -----------------------------------------------------------------------------------------