Man pages for fdm2id
Data Mining and R Programming for Beginners

accident2014	Sample of car accident location in the UK during year 2014.
ADABOOST	Classification using AdaBoost
alcohol	Alcohol dataset
APRIORI	Classification using APRIORI
apriori-class	APRIORI classification model
augmentation	Duplicate and add noise to a dataset
autompg	Auto MPG dataset
BAGGING	Classification using Bagging
beetles	Flea beetles dataset
birth	Birth dataset
boosting-class	Boosting methods model
boxclus	Clustering Box Plots
britpop	Population and location of 18 major british cities.
CA	Correspondence Analysis (CA)
CART	Classification using CART
cartdepth	Depth
cartinfo	CART information
cartleafs	Number of Leafs
cartnodes	Number of Nodes
cartplot	CART Plot
CDA	Classification using Canonical Discriminant Analysis
cda-class	Canonical Disciminant Analysis model
closegraphics	Close a graphics device
compare	Comparison of two sets of clusters
compare.accuracy	Comparison of two sets of clusters, using accuracy
compare.jaccard	Comparison of two sets of clusters, using Jaccard index
compare.kappa	Comparison of two sets of clusters, using kappa
confusion	Confuion matrix
cookies	Cookies dataset
cookplot	Plot the Cook's distance of a linear regression model
correlated	Correlated variables
cost.curves	Plot Cost Curves
credit	Credit dataset
data1	"data1" dataset
data2	"data2" dataset
data3	"data3" dataset
data.diag	Square dataset
data.gauss	Gaussian mixture dataset
data.parabol	Parabol dataset
dataset-class	Training set and test set
data.target1	Target1 dataset
data.target2	Target2 dataset
data.twomoons	Two moons dataset
data.xor	XOR dataset
DBSCAN	DBSCAN clustering method
dbs-class	DBSCAN model
decathlon	Decathlon dataset
distplot	Plot a k-distance graphic
EM	Expectation-Maximization clustering method
em-class	Expectation-Maximization model
eucalyptus	Eucalyptus dataset
evaluation	Evaluation of classification or regression predictions
evaluation.accuracy	Accuracy of classification predictions
evaluation.adjr2	Adjusted R2 evaluation of regression predictions
evaluation.fmeasure	F-measure
evaluation.fowlkesmallows	Fowlkes–Mallows index
evaluation.goodness	Goodness
evaluation.jaccard	Jaccard index
evaluation.kappa	Kappa evaluation of classification predictions
evaluation.msep	MSEP evaluation of regression predictions
evaluation.precision	Precision of classification predictions
evaluation.r2	R2 evaluation of regression predictions
evaluation.recall	Recall of classification predictions
exportgraphics	Open a graphics device
factorial-class	Factorial analysis results
FEATURESELECTION	Classification with Feature selection
filter.rules	Filtering a set of rules
frequentwords	Frequent words
general.rules	Remove redundancy in a set of rules
getvocab	Extract words and phrases from a corpus
GRADIENTBOOSTING	Classification using Gradient Boosting
HCA	Hierarchical Cluster Analysis method
intern	Clustering evaluation through internal criteria
intern.dunn	Clustering evaluation through Dunn's index
intern.interclass	Clustering evaluation through interclass inertia
intern.intraclass	Clustering evaluation through intraclass inertia
ionosphere	Ionosphere dataset
kaiser	Kaiser rule
KERREG	Kernel Regression
KMEANS	K-means method
kmeans.getk	Estimation of the number of clusters for _K_-means
KNN	Classification using k-NN
knn-class	K Nearest Neighbours model
LDA	Classification using Linear Discriminant Analysis
leverageplot	Plot the leverage points of a linear regression model
LINREG	Linear Regression
linsep	Linsep dataset
loadtext	load a text file
LR	Classification using Logistic Regression
MCA	Multiple Correspondence Analysis (MCA)
MEANSHIFT	MeanShift method
meanshift-class	MeanShift model
MLP	Classification using Multilayer Perceptron
MLPREG	Multi-Layer Perceptron Regression
model-class	Generic classification or regression model
movies	Movies dataset
NB	Classification using Naive Bayes
NMF	Non-negative Matrix Factorization
ozone	Ozone dataset
params-class	Learning Parameters
PCA	Principal Component Analysis (PCA)
performance	Performance estimation
plotavsp	Plot actual vs. predictions
plot.cda	Plot function for cda-class
plotcloud	Plot word cloud
plotclus	Generic Plot Method for Clustering
plotdata	Advanced plot function
plot.factorial	Plot function for factorial-class
plot.som	Plot function for som-class
plotzipf	Plot rank versus frequency
POLYREG	Polynomial Regression
predict.apriori	Model predictions
predict.boosting	Model predictions
predict.cda	Model predictions
predict.dbs	Predict function for DBSCAN
predict.em	Predict function for EM
predict.kmeans	Predict function for K-means
predict.knn	Model predictions
predict.meanshift	Predict function for MeanShift
predict.model	Model predictions
predict.selection	Model predictions
predict.textmining	Model predictions
print.apriori	Print a classification model obtained by APRIORI
print.factorial	Plot function for factorial-class
pseudoF	Pseudo-F
QDA	Classification using Quadratic Discriminant Analysis
query.docs	Document query
query.words	Word query
RANDOMFOREST	Classification using Random Forest
reg1	reg1 dataset
reg2	reg2 dataset
regplot	Plot function for a regression model
resplot	Plot the studentized residuals of a linear regression model
roc.curves	Plot ROC Curves
rotation	Rotation
runningtime	Running time
scatterplot	Clustering Scatter Plots
selectfeatures	Feature selection for classification
selection-class	Feature selection
snore	Snore dataset
SOM	Self-Organizing Maps clustering method
som-class	Self-Organizing Maps model
SPECTRAL	Spectral clustering method
spectral-class	Spectral clustering model
spine	Spine dataset
splitdata	Splits a dataset into training set and test set
stability	Clustering evaluation through stability
STUMP	Classification using one-level decision tree
summary.apriori	Print summary of a classification model obtained by APRIORI
SVD	Singular Value Decomposition
SVM	Classification using Support Vector Machine
SVMl	Classification using Support Vector Machine with a linear...
SVMr	Classification using Support Vector Machine with a radial...
SVR	Regression using Support Vector Machine
SVRl	Regression using Support Vector Machine with a linear kernel
SVRr	Regression using Support Vector Machine with a radial kernel
temperature	Temperature dataset
TEXTMINING	Text mining
textmining-class	Text mining object
titanic	Titanic dataset
toggleexport	Toggle graphic exports
treeplot	Dendrogram Plots
TSNE	t-distributed Stochastic Neighbor Embedding
universite	University dataset
vectorize.docs	Document vectorization
vectorizer-class	Document vectorization object
vectorize.words	Word vectorization
vowels	Vowels dataset
wheat	Wheat dataset
wine	Wine dataset
zoo	Zoo dataset