10CV |
10-fold cross-validation |
AH |
Arterial hypertension |
AUC |
Area under the receiver operating characteristic curve |
AI |
Artificial intelligence |
BP |
Blood pressure |
ECG |
Electrocardiogram |
HFpEF |
Heart failure with preserved Ejection Fraction |
XGBoost, XGB |
Extreme gradient boosting |
kNN |
k-nearest neighbor’s |
LOOCV |
Leave-One-Out Cross-Validation |
LinearSVC |
Linear support vector machine |
Logit |
Logistic regression |
ML |
Machine learning |
miRNAs |
MicroRNAs |
MLP |
Multi-layer perceptron |
ncRNA |
Non-coding RNA |
NRT |
No reverse transcriptase control |
NTC |
No template control |
RF |
Random forest |
RT-qPCR |
Real-time quantitative polymerase chain reaction |
SVM |
Support vector machine |
t-SNE |
t-distributed stochastic neighbor embedding |