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Data Classification in Power BI

BI Insight

In many corporations depending on the type of data is being used there could be different types of the sensitivities that should be applied to that data. Data Classification fulfills in Power BI Service this matter very easily. First of all … Continue reading Data Classification in Power BI.

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article thumbnail

Data Classification in Power BI

BI Insight

In many corporations depending on the type of data is being used there could be different types of the sensitivities that should be applied to that data. Data Classification fulfills in Power BI Service this matter very easily. First of all … Continue reading Data Classification in Power BI.

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What is SVM Classification Analysis and How Can It Benefit Business Analytics?

ElegantJ BI

This article provides a brief explanation of the SVM Classification method of analytics. What is SVM Classification Analysis? SVM Classifications are based on the idea of finding a hyper plane that best divides a dataset into predefined classes, as shown in the image below. Classification Accuracy (35+ 70) / (35+70+4+4) = 92%.

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What is the Decision Tree Analysis and How Does it Help a Business to Analyze Data?

ElegantJ BI

There are two basic types of decision tree analysis: Classification and Regression. 1) Classification Trees are used when the target variable is categorical and, as the name implies, are used to classify/divide the data into these predefined categories of a target variable. What is Decision Tree Analysis? Use Case – 1.

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What is Binary Logistic Regression Classification and How is it Used in Analysis?

ElegantJ BI

In this article, we will discuss the Binary Logistic Regression Classification method of analysis, and how it can be used in business. What is Binary Logistic Regression Classification? How is Binary Logistic Regression Classification Used in Analysis? But the p value for Age is >0.05 Use Case – 1. About Smarten.

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What is KNN Classification and How Can This Analysis Help an Enterprise?

ElegantJ BI

In this article, we will discuss the KNN Classification method of analysis. What is the KNN Classification Algorithm? The KNN (K Nearest Neighbors) algorithm analyzes all available data points and classifies this data, then classifies new cases based on these established categories. Use Case – 1. About Smarten.

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What is the Multinomial-Logistic Regression Classification Algorithm and How Does One Use it for Analysis?

ElegantJ BI

This article provides a brief definition of the multinomial-logistic regression classification algorithm and its uses and benefits. What is the Multinomial-Logistic Regression Classification Algorithm? How Does One Use the Multinomial-Logistic Regression Classification Algorithm? Use Case – 2. About Smarten.

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