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

 

current Eight intensity image current Eight RI diff image

 


Eight at 06/27/26 00 UTC. Intensity = 45 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% RIPA Consensus 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
AI-RI in RIPA Consensus 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% Linear Discriminant Analysis 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
Logistic Regression 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/26/26 18 UTC. Intensity = 45 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.4% 0.1% 0.2% RIPA Consensus 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
AI-RI in RIPA Consensus 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% 0.0% 0.0% Linear Discriminant Analysis 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
Logistic Regression 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/26/26 12 UTC. Intensity = 35 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% RIPA Consensus 0.0% 0.1% 0.1% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
AI-RI in RIPA Consensus 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
Logistic Regression 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/26/26 06 UTC. Intensity = 45 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 0.1% 0.0% 0.0% 0.0% 0.0% 2.3% 1.2% 10.0% 2.0% 15.2% RIPA Consensus 0.0% 0.1% 0.1% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
AI-RI in RIPA Consensus 0.0% 0.0% 0.0% 0.0% 0.0% 0.7% 0.3% 3.3% 0.6% 5.0% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
Logistic Regression 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/26/26 00 UTC. Intensity = 55 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 2.8% 30.0% 13.1% 2.4% 4.6% 9.7% 3.6% 16.2% 3.8% 15.0% RIPA Consensus 1.5% 1.2% 0.5% 0.5% 0.5% 0.5% 0.1% 0.1% 0.0% 0.1%
AI-RI in RIPA Consensus 1.9% 10.7% 4.7% 1.1% 1.8% 3.5% 1.2% 5.5% 1.3% 5.1% Linear Discriminant Analysis 2.5% 0.6% 0.5% 0.5% 0.5% 0.2% 0.1% 0.1% 0.0% 0.1%
Logistic Regression 0.6% 1.8% 0.6% 0.5% 0.4% 0.9% 0.1% 0.2% 0.1% 0.2%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/25/26 18 UTC. Intensity = 50 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 2.7% 4.6% 3.6% 5.7% 1.6% 0.7% 0.1% 0.0% 0.0% 0.0% RIPA Consensus 1.4% 0.4% 0.2% 0.1% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
AI-RI in RIPA Consensus 1.8% 1.7% 1.3% 1.9% 0.5% 0.2% 0.0% 0.0% 0.0% 0.0% Linear Discriminant Analysis 1.8% 0.2% 0.2% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
Logistic Regression 1.1% 0.6% 0.2% 0.1% 0.1% 0.1% 0.0% 0.0% 0.0% 0.0%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/25/26 12 UTC. Intensity = 45 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 4.4% 10.1% 8.3% 9.4% 3.4% 5.4% 0.7% 9.5% 4.7% 15.8% RIPA Consensus 2.8% 3.5% 1.5% 1.4% 1.1% 1.2% 0.3% 0.4% 0.1% 0.1%
AI-RI in RIPA Consensus 3.3% 5.7% 3.7% 4.0% 1.8% 2.6% 0.4% 3.4% 1.6% 5.3% Linear Discriminant Analysis 2.8% 1.6% 0.9% 0.9% 0.9% 0.2% 0.1% 0.6% 0.1% 0.1%
Logistic Regression 2.9% 5.5% 2.1% 1.9% 1.4% 2.2% 0.5% 0.2% 0.1% 0.1%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/25/26 06 UTC. Intensity = 45 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 13.9% 21.0% 16.6% 16.0% 12.5% 13.3% 6.3% 0.6% 0.1% 0.0% RIPA Consensus 14.2% 24.4% 15.3% 13.9% 9.8% 4.6% 1.6% 0.1% 0.0% 0.0%
AI-RI in RIPA Consensus 14.1% 23.3% 15.7% 14.6% 10.6% 7.5% 3.1% 0.2% 0.0% 0.0% Linear Discriminant Analysis 11.9% 16.6% 9.8% 7.0% 2.8% 0.5% 0.4% 0.1% -0.0% 0.0%
Logistic Regression 16.6% 32.3% 20.8% 20.8% 16.7% 8.7% 2.9% -0.0% 0.1% 0.0%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/25/26 00 UTC. Intensity = 40 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 4.9% 28.0% 21.6% 4.0% 5.7% 10.7% 4.5% 10.5% 1.0% 14.0% RIPA Consensus 17.8% 45.7% 32.6% 30.3% 23.5% 20.2% 10.8% 6.8% 2.5% 0.1%
AI-RI in RIPA Consensus 13.5% 39.8% 28.9% 21.5% 17.5% 17.0% 8.7% 8.0% 2.0% 4.7% Linear Discriminant Analysis 13.6% 33.6% 20.2% 15.6% 6.8% 7.2% 4.7% 10.5% 3.1% 0.1%
Logistic Regression 22.1% 57.8% 45.0% 45.0% 40.3% 33.2% 16.9% 3.1% 2.0% 0.1%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/24/26 18 UTC. Intensity = 35 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 6.5% 30.8% 7.3% 6.5% 9.3% 16.0% 8.5% 20.7% 15.4% 30.0% RIPA Consensus 10.9% 43.3% 29.3% 24.0% 22.2% 26.8% 15.4% 7.3% 3.2% 0.1%
AI-RI in RIPA Consensus 9.4% 39.1% 21.9% 18.1% 17.8% 23.1% 13.1% 11.7% 7.2% 10.0% Linear Discriminant Analysis 7.2% 29.1% 17.2% 7.4% 6.9% 11.4% 8.0% 12.0% 3.8% 0.1%
Logistic Regression 14.6% 57.5% 41.4% 40.6% 37.4% 42.1% 22.8% 2.6% 2.5% 0.1%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/24/26 12 UTC. Intensity = 30 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 7.6% 36.1% 35.5% 13.7% 9.5% 16.4% 10.2% 23.3% 15.1% 33.0% RIPA Consensus 3.7% 24.1% 12.8% 9.3% 7.2% 21.9% 11.3% 16.9% 8.8% 1.2%
AI-RI in RIPA Consensus 5.0% 28.1% 20.3% 10.7% 8.0% 20.0% 10.9% 19.0% 10.9% 11.8% Linear Discriminant Analysis 1.8% 13.8% 6.7% 2.2% 1.0% 9.3% 6.3% 24.6% 10.6% 1.3%
Logistic Regression 5.6% 34.4% 18.9% 16.4% 13.5% 34.5% 16.3% 9.2% 7.0% 1.2%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/24/26 06 UTC. Intensity = 30 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 4.0% 34.9% 21.1% 8.7% 1.1% 14.5% 6.3% 22.6% 17.0% 46.5% RIPA Consensus 5.6% 30.1% 17.7% 13.1% 10.2% 29.2% 17.7% 26.5% 15.6% 4.8%
AI-RI in RIPA Consensus 5.0% 31.7% 18.8% 11.6% 7.2% 24.2% 13.9% 25.1% 16.0% 18.7% Linear Discriminant Analysis 2.6% 17.8% 9.7% 3.6% 1.2% 14.6% 11.7% 38.0% 20.3% 6.3%
Logistic Regression 8.6% 42.4% 25.7% 22.5% 19.3% 43.7% 23.7% 14.9% 11.0% 3.3%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/24/26 00 UTC. Intensity = 30 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 8.2% 34.7% 23.1% 6.3% 4.3% 18.9% 7.4% 20.1% 11.6% 20.3% RIPA Consensus 4.6% 30.2% 16.9% 11.7% 10.0% 30.1% 17.7% 30.0% 17.3% 8.3%
AI-RI in RIPA Consensus 5.8% 31.7% 18.9% 9.8% 8.0% 26.4% 14.2% 26.6% 15.4% 12.2% Linear Discriminant Analysis 2.4% 18.6% 9.8% 2.5% 2.4% 16.3% 12.9% 41.4% 22.9% 12.3%
Logistic Regression 6.8% 41.8% 24.0% 20.8% 17.5% 44.0% 22.5% 18.5% 11.7% 4.2%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/23/26 18 UTC. Intensity = 30 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 0.3% 5.9% 2.9% 0.9% 0.1% 6.0% 2.1% 9.0% 4.0% 24.4% RIPA Consensus 1.9% 17.5% 8.4% 5.0% 4.7% 19.0% 9.3% 29.3% 15.9% 13.4%
AI-RI in RIPA Consensus 1.3% 13.6% 6.5% 3.6% 3.1% 14.6% 6.9% 22.5% 11.9% 17.0% Linear Discriminant Analysis 0.9% 9.1% 5.0% 1.1% 1.1% 12.1% 9.4% 45.0% 25.0% 21.7%
Logistic Regression 2.9% 25.9% 11.7% 8.8% 8.2% 25.9% 9.3% 13.6% 6.7% 5.1%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/23/26 12 UTC. Intensity = 30 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 0.3% 2.8% 0.5% 0.3% 0.3% 1.1% 0.3% 8.6% 0.4% 15.0% RIPA Consensus 1.5% 16.0% 7.4% 4.3% 4.1% 20.5% 10.7% 32.3% 16.6% 26.1%
AI-RI in RIPA Consensus 1.1% 11.5% 5.1% 2.9% 2.8% 14.0% 7.2% 24.4% 11.2% 22.4% Linear Discriminant Analysis 0.8% 8.5% 4.8% 1.2% 1.2% 14.3% 11.7% 49.2% 25.5% 40.4%
Logistic Regression 2.2% 23.4% 10.1% 7.4% 7.1% 26.7% 9.6% 15.4% 7.7% 11.9%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Higos at 06/23/26 06 UTC. Intensity = 35 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 6.5% 34.6% 20.3% 12.4% 8.8% 27.6% 11.1% 30.6% 12.9% 53.0% RIPA Consensus 8.1% 45.1% 29.6% 23.7% 22.4% 56.1% 43.1% 46.4% 34.6% 39.9%
AI-RI in RIPA Consensus 7.5% 41.6% 26.5% 19.9% 17.9% 46.6% 32.4% 41.1% 27.3% 44.2% Linear Discriminant Analysis 6.3% 34.0% 21.0% 11.9% 11.9% 41.7% 33.4% 41.9% 26.4% 44.4%
Logistic Regression 9.8% 56.2% 38.2% 35.5% 33.0% 70.5% 52.8% 50.8% 42.9% 35.4%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Eight at 06/23/26 00 UTC. Intensity = 35 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 5.2% 35.9% 15.6% 15.6% 2.2% 28.2% 9.7% 28.5% 9.3% 51.1% RIPA Consensus 7.2% 40.5% 26.2% 19.6% 18.7% 53.7% 39.9% 49.2% 39.9% 54.3%
AI-RI in RIPA Consensus 6.5% 38.9% 22.6% 18.2% 13.2% 45.2% 29.8% 42.2% 29.7% 53.2% Linear Discriminant Analysis 5.8% 29.3% 19.1% 9.1% 9.1% 40.7% 32.8% 46.8% 36.1% 59.4%
Logistic Regression 8.6% 51.6% 33.2% 30.0% 28.3% 66.8% 46.9% 51.5% 43.7% 49.3%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Eight at 06/22/26 18 UTC. Intensity = 30 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 1.8% 15.1% 6.4% 15.1% 2.5% 30.9% 15.8% 31.5% 19.3% 55.8% RIPA Consensus 5.8% 34.8% 20.7% 14.8% 14.0% 51.4% 38.3% 59.0% 52.4% 65.1%
AI-RI in RIPA Consensus 4.4% 28.2% 15.9% 14.9% 10.1% 44.5% 30.7% 49.8% 41.3% 61.9% Linear Discriminant Analysis 4.0% 23.2% 14.7% 6.4% 6.4% 36.6% 30.8% 63.8% 54.3% 62.6%
Logistic Regression 7.5% 46.3% 26.6% 23.2% 21.5% 66.1% 45.7% 54.3% 50.4% 67.5%
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------

 


Eight at 06/22/26 12 UTC. Intensity = 25 kts, MPI = 9999 kts    

 

AI-RI Matrix of RI probabilities RIPA Matrix of RI probabilities
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------
RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72 RI (kt / h) 20/12 25/24 30/24 35/24 40/24 45/36 55/36 55/48 70/48 65/72
AI-RI 5.3% 44.7% 15.6% 6.8% 6.7% 19.4% 7.6% 32.7% 8.4% 54.7% RIPA Consensus N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
AI-RI in RIPA Consensus N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A Linear Discriminant Analysis N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
Logistic Regression N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------