class: Functions for Classification

Canonical link: https://scholar.rpkg.net/pkg/class

Brian Ripley • William Venables • View description and downloads View dependencies GitHub project

2009 Published

7.3-22 Version

0 Citations

2 Authors

Referenced by ⇅	Year
Biocomb: Feature Selection and Classification with the Embedded Validation Procedures for Biomedical Data Analysis (Version 0.4)	2015
kmlShape: K-Means for Longitudinal Data using Shape-Respecting Distance (Version 0.9.5)	2016
UNCLES: Unification of Clustering Results from Multiple Datasets using External Specifications (Version 2.0)	2016
wux: Wegener Center Climate Uncertainty Explorer (Version 2.2-1)	2014
mlearning: Machine Learning Algorithms with Unified Interface and Confusion Matrices (Version 1.2.1)	2013
mlexperiments: Machine Learning Experiments (Version 0.0.3)	2023
mlr: Machine Learning in R (Version 2.19.1)	2013
AdaSampling: Adaptive Sampling for Positive Unlabeled and Label Noise Learning (Version 1.3)	2018
BarcodingR: Species Identification using DNA Barcodes (Version 1.0-3)	2016
DMwR2: Functions and Data for the Second Edition of "Data Mining with R" (Version 0.0.2)	2016
Evacluster: Evaluation Clustering Methods for Disease Subtypes Diagnosis (Version 0.1.0)	2022
FRESA.CAD: Feature Selection Algorithms for Computer Aided Diagnosis (Version 3.4.7)	2014
FSinR: Feature Selection (Version 2.0.5)	2019
GHap: Genome-Wide Haplotyping (Version 3.0.0)	2016
HistDAWass: Histogram-Valued Data Analysis (Version 1.0.8)	2015
LearnPCA: Functions, Data Sets and Vignettes to Aid in Learning Principal Components Analysis (PCA) (Version 0.2.0)	2022
MBHdesign: Spatial Designs for Ecological and Environmental Surveys (Version 2.3.15)	2016
MBMethPred: Medulloblastoma Subgroups Prediction (Version 0.1.4.2)	2022
MOCCA: Multi-Objective Optimization for Collecting Cluster Alternatives (Version 1.4)	2010
MTPS: Multi-Task Prediction using Stacking Algorithms (Version 1.0.2)	2020
Modalclust: Hierarchical Modal Clustering (Version 0.7)	2010
ModTools: Tools for Building Regression and Classification Models (Version 0.9.6)	2021
Modeler: Classes and Methods for Training and Using Binary Prediction Models (Version 3.4.5)	2017
MorphoTools2: Multivariate Morphometric Analysis (Version 1.0.1.1)	2021
OTclust: Mean Partition, Uncertainty Assessment, Cluster Validation and Visualization Selection for Cluster Analysis (Version 1.0.6)	2019
RPEnsemble: Random Projection Ensemble Classification (Version 0.5)	2015
RaSEn: Random Subspace Ensemble Classification and Variable Screening (Version 3.0.0)	2020
RclusTool: Graphical Toolbox for Clustering and Classification of Data Frames (Version 0.91.6)	2019
RoughSets: Data Analysis Using Rough Set and Fuzzy Rough Set Theories (Version 1.3-8)	2014
SuperLearner: Super Learner Prediction (Version 2.0-29)	2011
TunePareto: Multi-Objective Parameter Tuning for Classifiers (Version 2.5.3)	2010
agghoo: Aggregated Hold-Out Cross Validation (Version 0.1-0)	2023
animation: A Gallery of Animations in Statistics and Utilities to Create Animations (Version 2.7)	2007
catdata: Categorical Data (Version 1.2.4)	2012
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models (Version 2.0.0)	2017
chemometrics: Multivariate Statistical Analysis in Chemometrics (Version 1.4.4)	2008
childsds: Data and Methods Around Reference Values in Pediatrics (Version 0.8.0)	2014
clValid: Validation of Clustering Results (Version 0.7)	2007
classInt: Choose Univariate Class Intervals (Version 0.4-10)	2006
classifly: Explore Classification Models in High Dimensions (Version 0.4.1)	2006
clv: Cluster Validation Techniques (Version 0.3-2.4)	2007
daltoolbox: Leveraging Experiment Lines to Data Analytics (Version 1.0.767)	2023
ddalpha: Depth-Based Classification and Calculation of Data Depth (Version 1.3.15)	2013
decisionSupport: Quantitative Support of Decision Making under Uncertainty (Version 1.114)	2015
diceR: Diverse Cluster Ensemble in R (Version 2.2.0)	2017
e1071: Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien (Version 1.7-14)	1999
fdm2id: Data Mining and R Programming for Beginners (Version 0.9.9)	2019
flexclust: Flexible Cluster Algorithms (Version 1.4-1)	2005
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
fpc: Flexible Procedures for Clustering (Version 2.2-11)	2003
frbs: Fuzzy Rule-Based Systems for Classification and Regression Tasks (Version 3.2-0)	2012
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)	2013
hmeasure: The H-Measure and Other Scalar Classification Performance Metrics (Version 1.0-2)	2019
ipred: Improved Predictors (Version 0.9-14)	2002
lineup: Lining Up Two Sets of Measurements (Version 0.42)	2012
liver: "Eating the Liver of Data Science" (Version 1.15)	2020
longitudinalData: Longitudinal Data (Version 2.4.5.1)	2009
loon.tourr: Tour in 'Loon' (Version 0.1.4)	2021
mapsFinland: Maps of Finland (Version 0.2.2)	2020
mda: Mixture and Flexible Discriminant Analysis (Version 0.5-4)	1998
mt: Metabolomics Data Analysis Toolbox (Version 2.0-1.20)	2021
multisom: Clustering a Data Set using Multi-SOM Algorithm (Version 1.3)	2015
npsm: Nonparametric Statistical Methods (Version 1.1.1)	2014
origami: Generalized Framework for Cross-Validation (Version 1.0.7)	2017
prcr: Person-Centered Analysis (Version 0.2.1)	2017
qkerntool: Q-Kernel-Based and Conditionally Negative Definite Kernel-Based Machine Learning Tools (Version 1.19)	2018
rgnoisefilt: Elimination of Noisy Samples in Regression Datasets using Noise Filters (Version 1.1.2)	2023
sClust: R Toolbox for Unsupervised Spectral Clustering (Version 1.0)	2021
shipunov: Miscellaneous Functions from Alexey Shipunov (Version 1.17.1)	2019
sigQC: Quality Control Metrics for Gene Signatures (Version 0.1.23)	2017
smallstuff: Dr. Small's Functions (Version 1.0.3)	2022
som.nn: Topological k-NN Classifier Based on Self-Organising Maps (Version 1.4.4)	2017
spathial: Evolutionary Analysis (Version 0.1.2)	2020
stylo: Stylometric Multivariate Analyses (Version 0.7.5)	2013
subsemble: An Ensemble Method for Combining Subset-Specific Algorithm Fits (Version 0.1.0)	2014
supclust: Supervised Clustering of Predictor Variables Such as Genes (Version 1.1-1)	2004
superMICE: SuperLearner Method for MICE (Version 1.1.1)	2022
symphony: Efficient and Precise Single-Cell Reference Atlas Mapping (Version 0.1.1)	2021
trajmsm: Marginal Structural Models with Latent Class Growth Analysis of Treatment Trajectories (Version 0.1.0)	2024
triptych: Diagnostic Graphics to Evaluate Forecast Performance (Version 0.1.2)	2023
uHMM: Construct an Unsupervised Hidden Markov Model (Version 1.0)	2016

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