Abkürzungen

Table 1 Abkürzungen

Abkürzung	Bedeutung
AIC	Akitake Information Criterion
ANOVA	Analysis of Variance
AR	Auto-Regressive
ARIMA	Auto-Regressive Integrated Moving Average
ARMA	Auto-Regressive Moving Average
AUC	Area Under the Curve
BIC	Bayesian Information Criterion
CERN	Conseil Européen pour la Recherche Nucléaire
CNN	Convolutional Neural Network
CSV	Comma-Separated Values
DBSCAN	Density-Based Spatial Clustering of Application with Noise
DNN	Deep Neural Network
EM	Expectation Maximization
FDR	False Discovery Rate
FNR	False Negative Rate
FOR	False Omission Rate
FPR	False Positive Rate
GAN	Generative Adversarial Network
HDFS	Hadoop Distributed File System
IDF	Inverse Document Frequency
IQR	Interquartile Range
JSON	JavaScript Object Notation
KDE	Kernel Density Estimation
LIDAR	Light Detection and Ranging
LSTM	Long Short-Term Memory
MA	Moving Average
MAD	Median Absolute Deviation
MAE	Mean Absolute Error
MCC	Matthews Correlation Coefficient
ML	Machine Learning
MLP	Multilayer Perceptron
MSE	Mean Squared Error
NOIR	Nominal, Ordinal, Intervall, Rational
NPV	Negative Predictive Value
NTFS	New Technology File System
OLS	Ordinary Least Squares
PCA	Principal Components Analysis
PPV	Positive Predictive Value
RBF	Radiale Basisfunktion
RDD	Resilient Distributed Dataset
RelU	Rectified Linear Unit
RNN	Recurrent Neural Network
ROC	Receiver Operator Characteristic
ROI	Return on Investment
SAN	Storage Area Network
SLINK	Single Linkage
SQL	Structured Query Language
SVM	Support Vector Machine
TF	Term Frequency
TF-IDF	Term Frequency – Inverse Document Frequency
TNR	True Negative Rate
TPR	True Positive Rate
UDF	User-Defined Function
WSL	Windows Subsystem for Linux
XML	Extensible Markup Language
YARN	Yet Another Resource Negotiator