Publications by Anil Kumar Kanasani
Survival Analysis
Survival Analysis on leukemia Dataset Anil Kumar Kanasani - 11013622 2021-02-09 Introduction :- In this report, I am attempting to do survival analysis (or) time-to-event analysis on leukemia data set. Exploratory Data Analysis :- Exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics, often with...
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Principal Component Analysis - Arrests in US DATA
Principal Component Analysis - Arrests in US DATA Anil Kumar Kanasani - 11013622 2021-02-12 Introduction :- In this report, I am attempting to do Dimentionality reduction on US-Arrest Data Set. Exploratory Data Analysis :- Exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics, often with visual ...
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Patient Analysis
Binary Classification on Patient Data Anil Kumar Kanasani - 11013622 2021-02-15 Introduction :- In this report, I am attempting to do Classifcation of Patients based on Patient Data set. Exploratory Data Analysis :- Exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics, often with visual methods...
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Survival Analysis on rats Data set
Survival Analysis on rats Data set Anil Kumar Kanasani - 11013622 2021-02-15 Introduction :- In this report, I am attempting to do survival analysis (or) time-to-event analysis on Rats Data set. Exploratory Data Analysis :- Exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics, often with visual...
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Regression Analysis of Students Data set
Regression Analysis of Students Data set ANIL KUMAR KANASANI - 11013622 2021-02-15 Introduction :- In this report, I am attempting to do Regression Analysis on Students Data set. Exploratory Data Analysis :- Exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics, often with visual methods. Struc...
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Association analysis on Groceries Data set
Association analysis on Groceries Data set Anil Kumar Kanasani - 11013622 2021-02-15 Introduction :- In this report, I am attempting to do Association analysis (or) Market baskets analysis on Groceries Data set. Association analysis :- Association analysis enables us to identify items that have an affinity for each other (or) finding interestin...
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Survival Analysis on rats Data set
Survival Analysis on rats Data set Anil Kumar Kanasani - 11013622 2021-02-15 Introduction :- In this report, I am attempting to do survival analysis (or) time-to-event analysis on Rats Data set. Exploratory Data Analysis :- Exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics, often with visual...
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Chi-Square Test
Introduction :- In this report , I am trying to do chi-square test on two categorical variables from a given dataset. For a Chi-Square test, the input will be observed frequency (fo) contingency table in between any two categorical variables. Step : 1 :- Based on marginal frequencies, the system will compute expected frequency (fe) contingency ...
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Logistic_Regression
Introduction :- ## 'data.frame': 150 obs. of 5 variables: ## $ Sepal.Length: num 5.1 4.9 4.7 4.6 5 5.4 4.6 5 4.4 4.9 ... ## $ Sepal.Width : num 3.5 3 3.2 3.1 3.6 3.9 3.4 3.4 2.9 3.1 ... ## $ Petal.Length: num 1.4 1.4 1.3 1.5 1.4 1.7 1.4 1.5 1.4 1.5 ... ## $ Petal.Width : num 0.2 0.2 0.2 0.2 0.2 0.4 0.3 0.2 0.2 0.1 ... ## $ Speci...
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LDA on automobile data
Introduction :- ## 'data.frame': 45 obs. of 5 variables: ## $ group : chr "A" "A" "A" "A" ... ## $ security : int 8 7 8 9 10 7 9 8 7 8 ... ## $ ecology : int 6 7 6 5 8 5 7 7 6 7 ... ## $ innovation: int 8 8 9 7 9 6 10 9 7 8 ... ## $ prestige : int 10 9 9 9 10 8 9 9 9 8 ... ## 'data.frame': 45 obs. of 5 variables: #...
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