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Learn R Programming

LESS-R

Learning in Subset Stacking (R version)

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Version

Install

install.packages('less')

Monthly Downloads

199

Version

0.1.0

License

MIT + file LICENSE

Maintainer

Burhan Ozer Cavdar

Last Published

September 27th, 2022

Functions in less (0.1.0)

LESSBase

LESSBase
KMeans

KMeans Clustering
KDTree

KDTree - Nearest Neighbor Search
KNeighborsClassifier

KNeighborsClassifier
CoverTree

CoverTree - Nearest Neighbor Search
HierarchicalClustering

Hierarchical Clustering
DecisionTreeRegressor

DecisionTreeRegressor
BaseEstimator

BaseEstimator
DecisionTreeClassifier

DecisionTreeClassifier
KNeighborsRegressor

KNeighborsRegressor
RandomForestClassifier

RandomForestClassifier
SklearnEstimator

SklearnEstimator
abalone

Abalone Data Set
LESSRegressor

LESSRegressor
RandomForestRegressor

RandomForestRegressor
LESSBinaryClassifier

LESSBinaryClassifier
SVR

Support Vector Regression
LESSClassifier

LESSClassifier
LinearRegression

LinearRegression
SVC

Support Vector Classification
get_functions

Get Functions
prepareXset

Prepare a Dataset
synthetic_sine_curve

Synthetic Sine Curve
rbf

RBF kernel - L2 norm
prepareDataset

Prepare a Dataset
laplacian

Laplacian kernel - L1 norm
k_fold_cv

k-Fold Cross Validation
test_timing

Compare Fitting Time
train_test_split

Dataset splitting
comparison_plot

Comparison Plot
check_is_fitted

Fitting Control