smile

package smile

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package association

Frequent item set mining and association rule mining.
package classification

Classification algorithms.
package clustering

Clustering analysis.
package data

Data manipulation functions.
package feature

Feature generation, normalization and selection.
package imputation

Missing value imputation.
package manifold

Manifold learning finds a low-dimensional basis for describing high-dimensional data.
package math

Mathematical and statistical functions.
package mds

Multidimensional scaling.
package nlp

Natural language processing.
package plot

Data visualization.
package projection

Feature extraction.
object read

Input operators.
package regression

Regression analysis.
package sequence

Learning algorithms for sequence data.
package util

Utility functions.
package validation

Model validation.
package vq

Originally used for data compression, Vector quantization (VQ) allows the modeling of probability density functions by the distribution of prototype vectors.
package wavelet

A wavelet is a wave-like oscillation with an amplitude that starts out at zero, increases, and then decreases back to zero.
object write

Output operators.

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