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. 2021 Feb 25;21(5):1589. doi: 10.3390/s21051589
Acc Accuracy
AEE Addditive Expert Ensemble
ANN Artificial Neural Network
ARF Adaptive Random Forest
CEM Categorical Emotion Model
CNS Central Nervous System
Db4 Wavelet Daubechies 4
DEAP Database for Emotion Analysis using Physiological Signals
DL Deep Learning
DS Data stream
DT Decision Tree
DEM Dimensional Emotion Model
DWE Dynamic Weighted Ensemble
EEG electroencephalogram
FN False Negative
FP False Positive
GD Gradient descent
HT Hoeffding Tree
HAT Hoeffding Adaptive Tree
KNN K-Nearest Neighbors
LMS Learning Management Systems
LR Logistic Regression
ML Machine learning
MLP Multi-layer Perceptron
MOA Massive Online Analysis
MOOC Massive Online Open Courses
mr Misclassification Rate
Pre Precision
Rec Recall
RECS Real-time Emotion Classification System
SGD Stochastic gradient descent
SSE Sum of squared error
STD Standard deviation
SVM Support Vector Machine
TP True Positive
TN True Negative
VA Valence-arousal
VAD Valence-arousal-dominance
WT Wavelet Transformation