R Graphical Manual

Last data update: 2014.03.03

Data Source

R Release (3.2.3)
CranContrib
BioConductor
All

Data Type

Packages
Functions
Images
Data set

Classification

Results 1 - 10 of 11 found.
[1] < 1 2 > [2] Sort:

MLSeq-class (Package: MLSeq) : MLSeq object

For classification, this is the main class for the MLSeq package.

● Data Source: BioConductor
● Keywords:
● Alias: MLSeq-class
● 0 images

MLSeq-package (Package: MLSeq) :

This package applies several machine learning methods, including SVM, bagSVM, Random Forest and CART, to RNA-Seq data.

● Data Source: BioConductor
● Keywords:
● Alias: MLSeq-package
● 0 images

cervical (Package: MLSeq) :

Cervical cancer data measures the expressions of 714 miRNAs of human samples. There are 29 tumor and 29 non-tumor cervical samples and these two groups are treated as two separete classes.

● Data Source: BioConductor
● Keywords:
● Alias: cervical
● 0 images

classify (Package: MLSeq) :

This function fits classification algorithms to sequencing data and measures model performances using various statistics

● Data Source: BioConductor
● Keywords: RNA-seq classification
● Alias: classify
● 0 images

confusionMat-methods (Package: MLSeq) : Accessors for the 'confusionMat' slot of an MLSeq object

Confusion matrix for the trained model using classify function.

● Data Source: BioConductor
● Keywords:
● Alias: confusionMat, confusionMat,MLSeq-method
● 0 images

deseqTransform-methods (Package: MLSeq) :

Used transformation method for the trained model using classify function.

● Data Source: BioConductor
● Keywords:
● Alias: deseqTransform, deseqTransform,MLSeq-method
● 0 images

method-methods (Package: MLSeq) : Accessors for the 'method' slot of an MLSeq object

Used classification method for the trained model using classify function.

● Data Source: BioConductor
● Keywords:
● Alias: method, method,MLSeq-method
● 0 images

normalization-methods (Package: MLSeq) : Accessors for the 'normalization' slot of an MLSeq object

Used normalization method for the trained model using classify function.

● Data Source: BioConductor
● Keywords:
● Alias: normalization, normalization,MLSeq-method
● 0 images

predictClassify (Package: MLSeq) :

This function predicts the class labels of test data for a given model.

● Data Source: BioConductor
● Keywords:
● Alias: predictClassify
● 0 images

ref-methods (Package: MLSeq) : Accessors for the 'ref' slot of an MLSeq object

The reference class category for the trained model using classify function.

● Data Source: BioConductor
● Keywords:
● Alias: ref, ref,MLSeq-method
● 0 images