Question: Test the KNN algorithm for predicting the cancer type on the cancer dataset. Two files will be provided to you. One contains the gene expression

Test the KNN algorithm for predicting the cancer type on the cancer dataset. Two files will be provided to you. One contains the gene expression data for 20531 genes for 801 patients. The other 4 file contains the class labels for the five types of cancer. Convert five types of cancer into numerical values

implementation should be done using matplotlib,sklearn model selection,numpy,scipy,sklearnneighbors,sklearnmetrics

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Test the KNN algorithm for predicting the cancer type on the cancer dataset. Two files will be provided to you. One contains the gene expression data for 20531 genes for 801 patients. The other 4...

Problem \#2: Test the KNN algorithm for predicting the cancer type on the cancer dataset. Two files will be provided to you. One contains the gene expression data for 20531 genes for 801 patients....

Problem \#2: Test the KNN algorithm for predicting the cancer type on the cancer dataset. Two files wil be provided to you. One contains the gene expression data for 20531 genes for 801 patients. The...

Overview and Requirements For this programming assignment, we are going to implement the k-means clustering algorithm in Jupyter Notebook. Cluster analysis seeks to separate objects into groups (or...

I have an assignment where you need an experiment design study from Golub study. (NEED TO USE R PROGRAMMING). The script of the R program for the assignment is below. The assignment is attached...

Introduction to Data Mining Project 1: Data Pre-Processing In this project, students are to program data pre-processing techniques on gene expression datasets. The dataset (P1InputData.csv) provided...

Only Java code will be accepted. Introduction to Data Mining Project 1: Data Pre-Processing In this project, students are to program data pre-processing techniques on gene expression datasets. The...

TCGA-PANCAN-HiSeq-801x20531.tar.gz For this task, you need to apply k-means and hierarchical clustering to cluster observations into their associated cancer types, and report your findings...

Commentary Beyond Black Box Epidemiology Douglas L. Weed, MD, PhD "Black box epidemiology" is the most recent addition to a long list of disciplinary subgroups although few practitioners would likely...

Sunshine Health established a $ 100 petty cash fund on January 1. From January 2 through 10, payments were made from the fund, as listed below. On January 12, the fund had only $ 10 remaining; a...

The balances for the accounts listed below appear in the Adjusted Trial Balance columns of the end-of-period spreadsheet (work sheet). Indicate whether each balance should be extended to (a) An...

In fintech, what are examples of digital assets? [ I ] Ethereum [ II ] Cash [ III ] Litecoin [ IV ] CBDC [ V ] Debit and credit cards [ VI ] Blockchain Question 1 options: 1 ) IV , V , VI 2 ) II , V...

Compared with half a century ago, adoption has become _ _ _ _ _ _ _ _ _ common, but it is more open and acceptabl e , so we probably discuss it _ _ _ _ _ _ _ . fill in the blanks more or much less or...

How do Dimensional Database Models differ from Relational Models?

What type of processing do Relational Databases support?

Describe several aggregation operators.