Skip to main content
. 2025 Apr 30;15(5):284. doi: 10.3390/bios15050284
MPN Most probable number
CFU Colony Forming Units
AI Artificial intelligence
ML Machine learning
MLPNN Multilayer perceptron neural network
SVM Support Vector Machine
RGB Red–green–blue
UV/LED Ultraviolet light-emitting diode
EPA Environmental Protection Agency
pH Potential of hydrogen
EC Electrical conductivity
Turb Turbidity
TDS Total dissolved solids
TPh Total phosphorus
TNit Total nitrogen
DO Dissolved oxygen
2012 RWQC 2012 Recreational Water Quality Criteria
BAV Beach Action Value
MTF Multitube fermentation
MF Membrane filtration
RPA Recombinase polymerase amplification
LFA Lateral flow assay
RF Random Forest
MLR Multiple linear regression
WQI Water quality index
TP True positives
TN True negatives
FP False positives
FN False negatives
ROC Receiver operating characteristic
AUC Areas under the curve