Abkürzungen

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