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ML-plots

10 posts

Scatter Plot Matrix

Last Updated: 23 May 2024

In a dataset, for k set of variables/columns (X1, X2, ....Xk), the scatter plot matrix plot all the pairwise scatter between different variables in the form of a matrix. S...read more

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Machine Learning

Data Visualization

Last Updated: 23 July 2025

A lag plot is a special type of scatter plot in which the X-axis represents the dataset with some time units behind or ahead as compared to the Y-axis. The difference bet...read more

Machine Learning

Data Visualization

Normal Probability Plot

Last Updated: 23 July 2025

The probability plot is a way of visually comparing the data coming from different distributions. These data can be of empirical dataset or theoretical dataset. The probab...read more

Machine Learning

Data Visualization

Last Updated: 22 January 2021

A contour plot is a graphical method to visualize the 3-D surface by plotting constant Z slices called contours in a 2-D format. The contour plot is an alternative to a 3-...read more

Machine Learning

Data Visualization

Last Updated: 23 July 2025

Dex mean plot is used to analyzing the data from the respective set of factors that contains two or more than two levels. The plot represents the mean values of two or mor...read more

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Machine Learning

Data Visualization

Complex Demodulation Phase and Amplitude Plot

Last Updated: 14 August 2021

Complex Demodulation Phase PlotIn the frequency analysis of time series models, a common model is a sinusoidal wave:Y_{i} = C + \alpha\sin{(2\pi\omega t_{i} + \phi)} + E_{...read more

Machine Learning

Data Visualization

Dex scatter Plots

Last Updated: 23 July 2025

The scatter plot is used to determine whether two variables have some correlation with each other. This plot uses dots to represent different data points in the dataset. T...read more

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Machine Learning

Data Visualization

Introduction to Block Plot

Last Updated: 03 February 2023

A block plot is similar to a box plot, showing the importance of a particular factor in the data. [As shown in Fig 1] Just like ANOVA, it is used to show statistical signi...read more

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Machine Learning

Data Visualization

Last Updated: 08 December 2025

A Box Plot is also known as a Box and Whisker Plot and it is a graphical tool used to understand the distribution of numerical data. It shows the median, quartiles and pos...read more

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Data Visualization

Quantile-Quantile Plots

Last Updated: 06 April 2026

The Quantile-Quantile (Q–Q) plot is a graphical method used to determine whether a dataset follows a specific probability distribution or whether two datasets come from th...read more

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Data Visualization