Cooperative Institute for Meteorological Satellite Studies / University of Wisconsin-Madison Tropical Cyclones AI Rapid Intensification Index   (Reference)     Three at 09/14/25 06 UTC. Intensity = 15 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% 0.7% 0.1% 0.0% 0.0% 0.1% 0.0% 0.1% 0.0% 0.2% RIPA Consensus 0.1% 0.3% 0.2% 0.0% 0.0% 0.6% 0.2% 0.2% 0.1% 0.2% AI-RI in RIPA Consensus 0.0% 0.4% 0.1% 0.0% 0.0% 0.4% 0.1% 0.1% 0.0% 0.2% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.4% 0.1% 0.1% Logistic Regression 0.1% 0.5% 0.1% 0.1% 0.0% 1.1% 0.2% 0.1% 0.1% 0.4% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------             Three at 09/14/25 00 UTC. Intensity = 15 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% 0.5% 0.1% 0.0% 0.0% 0.1% 0.0% 0.2% 0.0% 0.2% RIPA Consensus 0.0% 0.3% 0.1% 0.0% 0.0% 0.6% 0.2% 0.1% 0.1% 0.3% AI-RI in RIPA Consensus 0.0% 0.3% 0.1% 0.0% 0.0% 0.4% 0.1% 0.1% 0.1% 0.2% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.2% 0.1% 0.1% Logistic Regression 0.1% 0.4% 0.1% 0.1% 0.0% 1.1% 0.2% 0.1% 0.2% 0.4% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Three at 09/13/25 18 UTC. Intensity = 15 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% 0.4% 0.1% 0.0% 0.0% 0.1% 0.0% 0.1% 0.0% 0.2% RIPA Consensus 0.1% 0.4% 0.2% 0.0% 0.0% 0.7% 0.2% 0.2% 0.1% 0.2% AI-RI in RIPA Consensus 0.0% 0.4% 0.1% 0.0% 0.0% 0.4% 0.1% 0.1% 0.0% 0.2% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.2% 0.1% 0.1% Logistic Regression 0.1% 0.6% 0.1% 0.1% 0.0% 1.2% 0.2% 0.1% 0.1% 0.4% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------           Three at 09/13/25 12 UTC. Intensity = 15 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 0.2% 1.4% 0.3% 0.1% 0.0% 0.3% 0.1% 0.8% 0.0% 0.8% RIPA Consensus 0.1% 0.5% 0.2% 0.1% 0.0% 1.3% 0.3% 2.1% 0.7% 0.9% AI-RI in RIPA Consensus 0.1% 0.7% 0.2% 0.0% 0.0% 0.9% 0.2% 1.6% 0.4% 0.8% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 3.3% 0.9% 0.6% Logistic Regression 0.1% 0.8% 0.2% 0.1% 0.1% 2.4% 0.6% 0.9% 0.5% 1.2% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Three at 09/13/25 06 UTC. Intensity = 20 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% 0.4% 0.1% 0.0% 0.0% 0.1% 0.0% 0.1% 0.0% 0.3% RIPA Consensus 0.0% 0.3% 0.1% 0.0% 0.0% 0.5% 0.1% 0.4% 0.1% 0.5% AI-RI in RIPA Consensus 0.0% 0.3% 0.1% 0.0% 0.0% 0.3% 0.1% 0.2% 0.1% 0.4% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.6% 0.1% 0.2% Logistic Regression 0.1% 0.4% 0.1% 0.1% 0.0% 1.0% 0.2% 0.1% 0.2% 0.8% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Blossom at 09/13/25 00 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 0.1% 0.6% 0.2% 0.0% 0.0% 0.3% 0.0% 0.6% 0.0% 0.6% 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 ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------             Blossom at 09/12/25 18 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 0.1% 0.3% 0.0% 0.0% 0.0% 0.1% 0.0% 0.0% 0.0% 0.1% RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.3% 0.1% 0.1% 0.1% 0.2% AI-RI in RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.2% 0.0% 0.1% 0.0% 0.1% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.2% 0.1% 0.1% Logistic Regression 0.0% 0.3% 0.1% 0.0% 0.0% 0.5% 0.1% 0.1% 0.1% 0.3% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------             Blossom at 09/12/25 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 0.2% 0.8% 0.1% 0.1% 0.0% 0.3% 0.0% 0.5% 0.0% 0.6% RIPA Consensus 0.0% 0.3% 0.1% 0.0% 0.0% 0.4% 0.1% 0.0% 0.0% 0.1% AI-RI in RIPA Consensus 0.1% 0.4% 0.1% 0.0% 0.0% 0.3% 0.0% 0.1% 0.0% 0.2% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.0% 0.0% 0.1% Logistic Regression 0.1% 0.3% 0.1% 0.1% 0.0% 0.6% 0.1% 0.0% 0.1% 0.1% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------     Blossom at 09/12/25 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 0.1% 0.2% 0.1% 0.0% 0.0% 0.1% 0.0% 0.0% 0.0% 0.2% 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 ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Blossom at 09/11/25 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 0.2% 0.3% 0.2% 0.0% 0.0% 1.2% 0.1% 2.1% 0.0% 2.2% 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 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 ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Blossom at 09/11/25 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 0.1% 0.2% 0.0% 0.0% 0.0% 0.1% 0.0% 0.0% 0.0% 0.1% 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 ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Blossom at 09/11/25 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 0.1% 0.4% 0.1% 0.0% 0.0% 0.2% 0.0% 0.5% 0.0% 2.2% RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.3% 0.1% 0.2% 0.1% 0.1% AI-RI in RIPA Consensus 0.0% 0.3% 0.1% 0.0% 0.0% 0.2% 0.0% 0.3% 0.0% 0.8% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.3% 0.1% 0.1% Logistic Regression 0.1% 0.3% 0.1% 0.0% 0.0% 0.5% 0.1% 0.1% 0.1% 0.1% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Three at 09/11/25 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 0.1% 0.3% 0.1% 0.0% 0.0% 0.2% 0.1% 0.1% 0.0% 0.3% RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.3% 0.1% 0.1% 0.0% 0.1% AI-RI in RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.2% 0.1% 0.1% 0.0% 0.1% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.2% 0.0% 0.1% Logistic Regression 0.0% 0.2% 0.0% 0.0% 0.0% 0.4% 0.1% 0.0% 0.0% 0.1% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Three at 09/10/25 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 0.1% 0.4% 0.3% 0.0% 0.0% 0.4% 0.1% 0.3% 0.0% 0.2% RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.3% 0.1% 0.3% 0.1% 0.1% AI-RI in RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.3% 0.1% 0.3% 0.0% 0.1% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.5% 0.1% 0.1% Logistic Regression 0.0% 0.2% 0.1% 0.0% 0.0% 0.5% 0.1% 0.1% 0.1% 0.2% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Three at 09/10/25 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 0.1% 0.4% 0.4% 0.0% 0.0% 0.3% 0.1% 0.7% 0.1% 0.4% RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.2% 0.1% 0.0% 0.0% 0.1% AI-RI in RIPA Consensus 0.0% 0.2% 0.2% 0.0% 0.0% 0.2% 0.0% 0.2% 0.0% 0.1% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.0% 0.0% 0.1% Logistic Regression 0.0% 0.1% 0.0% 0.0% 0.0% 0.2% 0.0% 0.0% 0.0% 0.1% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Three at 09/10/25 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 0.2% 0.3% 0.3% 0.0% 0.0% 0.3% 0.2% 0.7% 0.1% 0.7% RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.2% 0.1% 0.0% 0.0% 0.1% AI-RI in RIPA Consensus 0.0% 0.1% 0.1% 0.0% 0.0% 0.2% 0.1% 0.2% 0.0% 0.3% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.0% 0.0% 0.1% Logistic Regression 0.0% 0.1% 0.0% 0.0% 0.0% 0.2% 0.0% 0.0% 0.0% 0.1% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Three at 09/10/25 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 0.2% 0.6% 0.6% 0.1% 0.0% 0.4% 0.2% 0.6% 0.1% 0.7% RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.3% 0.1% 0.2% 0.1% 0.2% AI-RI in RIPA Consensus 0.1% 0.3% 0.3% 0.0% 0.0% 0.3% 0.1% 0.3% 0.1% 0.3% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.2% 0.1% 0.1% Logistic Regression 0.1% 0.2% 0.1% 0.0% 0.0% 0.4% 0.1% 0.1% 0.1% 0.3% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------                   Three at 09/09/25 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 0.3% 0.7% 0.2% 0.2% 0.0% 0.4% 0.1% 0.4% 0.0% 0.6% RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.2% 0.1% 0.1% 0.0% 0.2% AI-RI in RIPA Consensus 0.1% 0.3% 0.1% 0.0% 0.0% 0.2% 0.1% 0.1% 0.0% 0.3% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.1% 0.0% 0.1% Logistic Regression 0.1% 0.2% 0.1% 0.0% 0.0% 0.3% 0.1% 0.0% 0.0% 0.2% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Three at 09/09/25 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 0.3% 0.6% 0.2% 0.0% 0.0% 0.4% 0.0% 0.1% 0.0% 0.6% RIPA Consensus 0.0% 0.2% 0.1% 0.0% 0.0% 0.1% 0.1% 0.0% 0.0% 0.1% AI-RI in RIPA Consensus 0.1% 0.3% 0.1% 0.0% 0.0% 0.2% 0.0% 0.0% 0.0% 0.2% Linear Discriminant Analysis 0.0% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.0% 0.0% 0.1% Logistic Regression 0.1% 0.2% 0.0% 0.0% 0.0% 0.2% 0.0% 0.0% 0.0% 0.1% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------   Three at 09/09/25 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 0.9% 2.1% 1.0% 0.2% 0.0% 2.3% 0.1% 0.4% 0.1% 1.7% RIPA Consensus 0.2% 0.4% 0.2% 0.1% 0.0% 0.4% 0.1% 0.0% 0.0% 0.1% AI-RI in RIPA Consensus 0.4% 0.9% 0.4% 0.1% 0.0% 1.0% 0.1% 0.1% 0.0% 0.6% Linear Discriminant Analysis 0.2% 0.2% 0.2% 0.0% 0.0% 0.1% 0.1% 0.1% 0.0% 0.1% Logistic Regression 0.2% 0.6% 0.1% 0.1% 0.1% 0.7% 0.1% 0.0% 0.1% 0.1% ------------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------------