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Class 12 math workbook fully solved C.B.S.E.

Class 12 math workbook fully solved C.B.S.E. Mathematics workbook class 12 Special Features : (1) More than 1200 questions ( Fully Solved) (2) Past Year’s Problems (3) Very Short Answer Questions, Short Answer Questions & Long Answer Questions (4) Questions cover all concepts of the chapter (5) Strictly as per guidelines of C.B.S.E. https://mathstudy.in/product/work-book-class-xii-c-b-s-e-fully-solved/ Why this work book class 12 cbse fully solved solutions Online ? This mathematics workbook for class 12 is prepared according to the requirements of students of class 12 students. During my past 15 years of experience lot of students asked for thos important questions,conceptual problems which would be useful in scoring more marks in Mathematics. For this purpose,I prepared this workbook which can help students who want to practice more and more problems. What topics are covered in this workbook of class 12 mathematics? This book covers all the important topics and concepts that are prescribed in NCERT Curriculum and CBSE Class 12 Mathematics Syllabus. The following topics are covered in this workbook of class 12 mathematics : Chapter No. Chapter Chapter 1 Relations and Functions Chapter 2 Inverse Trigonometric Chapter 3 Matrices Chapter 4 Determinants Chapter 5 Continuity Chapter 6 Application of Derivatives ‍Chapter 7 Integrals Chapter 8 Application of Integrals Chapter 9 Differential Equations Chapter 10 Vector Algebra Chapter 11 Three Dimensional Geometry Chapter 12 Linear Programming Chapter 13 Probability Class 12 math workbook fully solved C.B.S.E. How will this workbook in Mathematics for class 12 help students? This workbook in mathematics covers all the conceptual problems which are very important for students of class 12. Problems are also taken from previous years’ board exams,which enhances the confidence of students in “how to tackle board problems”. By practicing this mathematics workbook students will be able to enhance their marks in board very easily and their self-confidence will increase before board exams. How will this workbook in Mathematics for class 12 help teachers? This workbook in Mathematics for class 12 has been designed in such a manner that it will not only help students but also teachers who are teaching in schools or in after-school classes. With the help of this workbook teachers can give problems to students which are more than 1200 in this mathematics workbook. This will help their students to enhance their mathematical skills and will be able to handle a variety of problems that are asked in board exams. Does this mathematics workbook of class 12 contain previous years’ board problems as well? Yes,it covers most of the questions which have been asked in previous board exams. Does this mathematics workbook of class 12 contain short answer questions and very short answer questions as well? Yes, this workbook of mathematics also contains the short answer and very short answer questions. Is this workbook of mathematics for class 12 is fully solved? Yes, this workbook of mathematics is fully solved. Who can use this workbook? This workbook is useful for students of class 12 of the CBSE board as well as for ISC board students. 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cat sample papers with solutions pdf

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In this blog we are discussing few important points about CAT exam which will be very helpful for CAT aspirants . Important Dates for CAT exam 2022 : AUG 3, 2022, Wednesday. CAT 2022 Registration Starts at 10:00 AM (IST) SEP 14, 2022, Wednesday. CAT 2022 Registration Ends at 5:00 PM (IST) OCT 27, 2022, Thursday. CAT 2022 Admit Card Download Begins at 05:00 PM (IST) NOV 27, 2022, Sunday. CAT 2022 Test Day. When should use CAT previous year papers? Students who have covered entire syllabus of CAT are advised to practise CAT previous year papers.CAT previous year papers will help you to know,what will be the actual standard of questions coming in the CAT exam. As it has been seen that MOCK tests for CAT which are available in market is not as perfect as per the CAT exam. These MOCK tests are either too difficult or too easy in comparison to CAT exam. How to score more in CAT exam ? While using MOCK tests for CAT exam prepared by https://mathstudy.in/, if you are not scoring in any particular topic of that test, then “go back to basics of that topic”. Again come back and start doing another MOCK test of CAT, then again highlight the topic in which you are not comfortable, do practice and then come back to start the next MOCK test for CAT. This practice will definitely help you to increase your percentile. Best Quantiative Practice Papers for CAT 2022 ? We have prepared Best Quantiative Practice Papers for CAT exam. Problems are of same level as of CAT i.e. problems in our practice papers for CAT are neither too difficult not too easy. After practising these MOCK tests for CAT students will be able to enhance there level of understanding of each and every concepts of different topics. 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Class 12 Mathematics NCERT Solutions

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Class 12 Mathematics NCERT Solutions During the past 15 years our faculties have developed lot of study material for students preparing for JEE,SAT,CAT,SSC,BANK PO,CDS,NDA etc. Now we have developed those content in the form of pdf e-books so that we will be able to help more and more students across the country. We wish you best of luck for your competitions. E-Books Available HERE We are pioneer in content development for Mathematics, Physics,Chemistry,English and all other subjects for compeititive exams. How can we help Coaching Institutes : 1. We can provide tailored solutions for coaching instiutes with the help of our extremely dedicated and experienced team of developers. We have a team of highly experienced Web Application developers which can provide perfect solutions as per the requirement of your insitute. 2. Our highly experienced faculties can create content for you which will be the best and error free. 3. 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You can also read: Virgo horoscope Year 2023 : https://astrologyforum.net/1734/virgo-horoscope-virgo-ascendant-horoscope-virgo-horoscope-year-2023-virgo-ascendant-horoscope-2023 Pisces horoscope Year 2023 : https://astrologyforum.net/1721/pisces-horoscope-pisces-ascendant-horoscope-pisces-horoscope-year-2023-pisces-ascendant-horoscope-2023 Scorpio horoscope Year 2023 : https://astrologyforum.net/1717/scorpio-horoscope-scorpio-ascendant-horoscope-scorpio-horoscope-year-2023-scorpio-ascendant-horoscope-2023 Gemini horoscope Year 2023 :https://astrologyforum.net/1713/gemini-horoscope-gemini-ascendant-horoscope-gemini-horoscope-2023-gemini-ascendant-horoscope-year-2023 Taurus horoscope Year 2023 : https://astrologyforum.net/1711/taurus-horoscope-taurus-ascendant-horoscope-taurus-horoscope-year-2023-taurus-ascendant-horoscope-2023 Aries horoscope Year 2023 : https://astrologyforum.net/17011/aries-horoscope-aries-ascendant-horoscope-aries-horoscope-year-2023-aries-ascendant-horoscope-2023 Leo horoscope Year 2023 : https://astrologyforum.net/1701/leo-horoscope-leo-ascendant-horoscope-leo-horoscope-year-2023-leo-ascendant-horoscope-year-2023 Aquarius horoscope Year 2023 : https://astrologyforum.net/16811/aquarius-horoscope-aquarius-ascendant-horoscope-aquarius-horoscope-year-2023-aquarius-ascendant-horoscope-year-2023 Cancer horoscope Year 2023 : https://astrologyforum.net/1683/cancer-horoscope-cancer-ascendant-horoscope-cancer-horoscope-year-2023-cancer-ascendant-horoscope-year-2023 Sagittarius horoscope Year 2023 : https://astrologyforum.net/1681/sagittarius-horoscope-sagittarius-ascendant-horoscope-sagittarius-horoscope-year-2023-sagittarius-ascendant-horoscope-year-2023 Libra horoscope Year 2023 : https://astrologyforum.net/1676/libra-horoscope-libra-ascendant-horoscope-libra-horoscope-year-2023-libra-ascendant-horoscope-year-2023 Capricorn horoscope Year 2023 : 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Predicting Breast Cancer Using Support Vector Machine in R

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Breast Cancer Prediction Breast Cancer Prediction Sachin Sharma 10/17/2021 Installing required package Importing Libraries library(devtools) ## Loading required package: usethis library(readr) library(knitr) library(ggplot2) library(plotly) ## ## Attaching package: 'plotly' ## The following object is masked from 'package:ggplot2': ## ## last_plot ## The following object is masked from 'package:stats': ## ## filter ## The following object is masked from 'package:graphics': ## ## layout library(dplyr) ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package:base': ## ## intersect, setdiff, setequal, union library(naniar) library(tidyverse) ## — Attaching packages ————————————— tidyverse 1.3.1 — ## v tibble 3.1.4 v stringr 1.4.0 ## v tidyr 1.1.3 v forcats 0.5.1 ## v purrr 0.3.4 ## — Conflicts —————————————— tidyverse_conflicts() — ## x dplyr::filter() masks plotly::filter(), stats::filter() ## x dplyr::lag() masks stats::lag() library(ggcorrplot) # finding the correlation with variables library(caTools)# splitting data into training set test set Importing Data data_cancer <- read.csv("breastcancer.csv") head(data_cancer) ## id diagnosis radius_mean texture_mean perimeter_mean area_mean ## 1 842302 M 17.99 10.38 122.80 1001.0 ## 2 842517 M 20.57 17.77 132.90 1326.0 ## 3 84300903 M 19.69 21.25 130.00 1203.0 ## 4 84348301 M 11.42 20.38 77.58 386.1 ## 5 84358402 M 20.29 14.34 135.10 1297.0 ## 6 843786 M 12.45 15.70 82.57 477.1 ## smoothness_mean compactness_mean concavity_mean concave.points_mean ## 1 0.11840 0.27760 0.3001 0.14710 ## 2 0.08474 0.07864 0.0869 0.07017 ## 3 0.10960 0.15990 0.1974 0.12790 ## 4 0.14250 0.28390 0.2414 0.10520 ## 5 0.10030 0.13280 0.1980 0.10430 ## 6 0.12780 0.17000 0.1578 0.08089 ## symmetry_mean fractal_dimension_mean radius_se texture_se perimeter_se ## 1 0.2419 0.07871 1.0950 0.9053 8.589 ## 2 0.1812 0.05667 0.5435 0.7339 3.398 ## 3 0.2069 0.05999 0.7456 0.7869 4.585 ## 4 0.2597 0.09744 0.4956 1.1560 3.445 ## 5 0.1809 0.05883 0.7572 0.7813 5.438 ## 6 0.2087 0.07613 0.3345 0.8902 2.217 ## area_se smoothness_se compactness_se concavity_se concave.points_se ## 1 153.40 0.006399 0.04904 0.05373 0.01587 ## 2 74.08 0.005225 0.01308 0.01860 0.01340 ## 3 94.03 0.006150 0.04006 0.03832 0.02058 ## 4 27.23 0.009110 0.07458 0.05661 0.01867 ## 5 94.44 0.011490 0.02461 0.05688 0.01885 ## 6 27.19 0.007510 0.03345 0.03672 0.01137 ## symmetry_se fractal_dimension_se radius_worst texture_worst perimeter_worst ## 1 0.03003 0.006193 25.38 17.33 184.60 ## 2 0.01389 0.003532 24.99 23.41 158.80 ## 3 0.02250 0.004571 23.57 25.53 152.50 ## 4 0.05963 0.009208 14.91 26.50 98.87 ## 5 0.01756 0.005115 22.54 16.67 152.20 ## 6 0.02165 0.005082 15.47 23.75 103.40 ## area_worst smoothness_worst compactness_worst concavity_worst ## 1 2019.0 0.1622 0.6656 0.7119 ## 2 1956.0 0.1238 0.1866 0.2416 ## 3 1709.0 0.1444 0.4245 0.4504 ## 4 567.7 0.2098 0.8663 0.6869 ## 5 1575.0 0.1374 0.2050 0.4000 ## 6 741.6 0.1791 0.5249 0.5355 ## concave.points_worst symmetry_worst fractal_dimension_worst ## 1 0.2654 0.4601 0.11890 ## 2 0.1860 0.2750 0.08902 ## 3 0.2430 0.3613 0.08758 ## 4 0.2575 0.6638 0.17300 ## 5 0.1625 0.2364 0.07678 ## 6 0.1741 0.3985 0.12440 str(data_cancer) ## 'data.frame': 569 obs. of 32 variables: ## $ id : int 842302 842517 84300903 84348301 84358402 843786 844359 84458202 844981 84501001 … ## $ diagnosis : chr "M" "M" "M" "M" … ## $ radius_mean : num 18 20.6 19.7 11.4 20.3 … ## $ texture_mean : num 10.4 17.8 21.2 20.4 14.3 … ## $ perimeter_mean : num 122.8 132.9 130 77.6 135.1 … ## $ area_mean : num 1001 1326 1203 386 1297 … ## $ smoothness_mean : num 0.1184 0.0847 0.1096 0.1425 0.1003 … ## $ compactness_mean : num 0.2776 0.0786 0.1599 0.2839 0.1328 … ## $ concavity_mean : num 0.3001 0.0869 0.1974 0.2414 0.198 … ## $ concave.points_mean : num 0.1471 0.0702 0.1279 0.1052 0.1043 … ## $ symmetry_mean : num 0.242 0.181 0.207 0.26 0.181 … ## $ fractal_dimension_mean : num 0.0787 0.0567 0.06 0.0974 0.0588 … ## $ radius_se : num 1.095 0.543 0.746 0.496 0.757 … ## $ texture_se : num 0.905 0.734 0.787 1.156 0.781 … ## $ perimeter_se : num 8.59 3.4 4.58 3.44 5.44 … ## $ area_se : num 153.4 74.1 94 27.2 94.4 … ## $ smoothness_se : num 0.0064 0.00522 0.00615 0.00911 0.01149 … ## $ compactness_se : num 0.049 0.0131 0.0401 0.0746 0.0246 … ## $ concavity_se : num 0.0537 0.0186 0.0383 0.0566 0.0569 … ## $ concave.points_se : num 0.0159 0.0134 0.0206 0.0187 0.0188 … ## $ symmetry_se : num 0.03 0.0139 0.0225 0.0596 0.0176 … ## $ fractal_dimension_se : num 0.00619 0.00353 0.00457 0.00921 0.00511 … ## $ radius_worst : num 25.4 25 23.6 14.9 22.5 … ## $ texture_worst : num 17.3 23.4 25.5 26.5 16.7 … ## $ perimeter_worst : num 184.6 158.8 152.5 98.9 152.2 … ## $ area_worst : num 2019 1956 1709 568 1575 … ## $ smoothness_worst : num 0.162 0.124 0.144 0.21 0.137 … ## $ compactness_worst : num 0.666 0.187 0.424 0.866 0.205 … ## $ concavity_worst : num 0.712 0.242 0.45 0.687 0.4 … ## $ concave.points_worst : num 0.265 0.186 0.243 0.258 0.163 … ## $ symmetry_worst : num 0.46 0.275 0.361 0.664 0.236 … ## $ fractal_dimension_worst: num 0.1189 0.089 0.0876 0.173 0.0768 … To visualize all the variable in the data frame data_1 <- data_cancer %>% as.data.frame() %>% select_if(is.numeric) %>% gather(key = "variable", value = "value") ggplot(data_1, aes(value)) + geom_density() + facet_wrap(~variable) # This visualization reprsent which data require feature scaling : concave points, concave points, fractal dimensiona, #smoothness se, We have all the data in the numeric form, except diagnosis which is M and B Lets convert this into numeric only data_cancer$diagnosis <- factor(data_cancer$diagnosis, levels = c("M","B"), labels = c(0,1)) now converting facrtors to character and then character to numeric, if we convert this directly to numeric it will give errors data_cancer$diagnosis <- as.character(data_cancer$diagnosis) data_cancer$diagnosis <- as.numeric(data_cancer$diagnosis) str(data_cancer) ## 'data.frame': 569 obs. of 32 variables: ## $ id : int 842302 842517 84300903 84348301 84358402 843786 844359 84458202 844981 84501001 … ## $ diagnosis : num 0 0 0 0 0 0 0 0 0 0 … ## $ radius_mean : num 18 20.6 19.7 11.4 20.3 … ## $ texture_mean : num

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