Data Type Identification

Determining data type of a variable

Functions

iscalendarduration Determine if input is calendar duration array
iscategorical Determine whether input is categorical array
iscell Determine if input is cell array
iscellstr Determine if input is cell array of character vectors
ischar Determine if input is character array
isdatetime Determine if input is datetime array
isduration Determine if input is duration array
isenum Determine if variable is enumeration
isfloat Determine if input is floating-point array
isgraphics True for valid graphics object handles
isinteger Determine whether input is integer array
isjava Determine if input is Java object
islogical Determine if input is logical array
isnumeric Determine whether input is numeric array
isobject Determine if input is MATLAB object
isreal Determine whether array is real
isstring Determine if input is string array
isstruct Determine if input is structure array
istable Determine whether input is table
istimetable Determine if input is timetable
is* Detect state
isa Determine if input has specified data type
class Class of object
validateattributes Check validity of array
whos List variables in workspace, with sizes and types

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Machine Learning in MATLAB

Train Classification Models in Classification Learner App

Train Regression Models in Regression Learner App

Distribution Plots

Explore the Random Number Generation UI

Design of Experiments

Machine Learning Models

Logistic regression

Logistic regression create generalized linear regression model - MATLAB fitglm 2

Support Vector Machines for Binary Classification

Support Vector Machines for Binary Classification 2

Support Vector Machines for Binary Classification 3

Support Vector Machines for Binary Classification 4

Support Vector Machines for Binary Classification 5

Assess Neural Network Classifier Performance

Naive Bayes Classification

ClassificationTree class

Discriminant Analysis Classification

Ensemble classifier

ClassificationTree class 2

Train Generalized Additive Model for Binary Classification

Train Generalized Additive Model for Binary Classification 2

Classification Using Nearest Neighbors

Classification Using Nearest Neighbors 2

Classification Using Nearest Neighbors 3

Classification Using Nearest Neighbors 4

Classification Using Nearest Neighbors 5

Linear Regression

Linear Regression 2

Linear Regression 3

Linear Regression 4

Nonlinear Regression

Nonlinear Regression 2

Visualizing Multivariate Data

Generalized Linear Models

Generalized Linear Models 2

RegressionTree class

RegressionTree class 2

Neural networks

Gaussian Process Regression Models

Gaussian Process Regression Models 2

Understanding Support Vector Machine Regression

Understanding Support Vector Machine Regression 2

RegressionEnsemble



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