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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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ANOVA (Analysis of Variance) #847

Closed ranamanish674zu closed 2 months ago

ranamanish674zu commented 3 months ago

ANOVA, or Analysis of Variance, is a statistical method used to compare the means of three or more groups to determine if there are significant differences among them. It evaluates the variability within each group against the variability between groups. By doing so, ANOVA helps to ascertain whether observed differences in sample means reflect real differences in the populations or are due to random chance. It is commonly used in experimental designs and can handle both one-way (single factor) and two-way (two factors) analyses. ANOVA assumes normal distribution, homogeneity of variances, and independence of observations. Used to compare the means of three or more samples. One-Way ANOVA: Tests if there are significant differences among the means of three or more independent groups. Two-Way ANOVA: Tests the effect of two different factors on the dependent variable.

ranamanish674zu commented 3 months ago

Can you assign it to me? @Niketkumardheeryan Full name: Manish Rana GitHub profile link: https://github.com/ranamanish674zu Email ID: manish.rana2021@vitbhopal.ac.inn Approach for this : python What is your participant role?: GSSoC-2024 contributor

Can you add the label for GSSoC, i want to work on it Thanks.