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Use iris flower dataset from sklearn library and try to form clusters of flowers using petal width and length features. Drop other two features for simplicity. 2. Figure out if any preprocessing such as scaling would help here 3. Draw elbow plot and from that figure out optimal value of k

Use iris flower dataset from sklearn library and try to form clusters of flowers using petal width and length features. Drop other two features for simplicity. 2. Figure out if any preprocessing such as scaling would help here 3. Draw elbow plot and from that figure out optimal value of k

Computer Networking: A Top-Down Approach (7th Edition)
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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1. Use iris flower dataset from sklearn library and try to form clusters of flowers using petal width and length features. Drop other two features for simplicity.
2. Figure out if any preprocessing such as scaling would help here

3. Draw elbow plot and from that figure out optimal value of k

 

Id SepalLengiSepalWidthPetallengtl PetalWidth species 1.4 1 5.1 3.5 0.2 Iris-setosa 1.4 1.3 1.5 4.9 3 0.2 Iris-setosa 3 4.7 3.2 0.2 Iris-setosa 4 4.6 3.1 0.2 Iris-setosa 5 3.6 3.9 1.4 0.2 Iris-setosa 5.4 1.7 0.4 Iris-setosa 7 4.6 3.4 1.4 0.3 Iris-setosa 0.2 Iris-setosa 0.2 Iris-setosa 0.1 Iris-setosa 0.2 Iris-setosa 0.2 Iris-setosa 0.1 Iris-setosa 0.1 Iris-setosa 0.2 Iris-setosa 3.4 1.5 9 4.4 2.9 1.4 10 4.9 3.1 1.5 11 5.4 3.7 1.5 1.6 12 13 14 15 16 4.8 3.4 4.8 3 1.4 4.3 3 1.1 5.8 4 1.2 1.5 1.3 1.4 5.7 4.4 0.4 Iris-setosa 17 5.4 3.9 3.5 3.8 3.8 0.4 Iris-setosa 18 19 20 5.1 0.3 Iris-setosa 5.7 1.7 0.3 Iris-setosa 5.1 1.5 0.3 Iris-setosa 0.2 Iris-setosa 0.4 Iris-setosa 21 5.4 3.4 1.7 1.5 22 5.1 3.7 23 4.6 3.6 3.3 1 0.2 Iris-setosa 24 5.1 1.7 0.5 Iris-setosa 25 4.8 3.4 1.9 0.2 Iris-setosa 26 3 1.6 1.6 1.5 0.2 Iris-setosa 27 28 29 30 31 32 33 3.4 3.5 3.4 3.2 3.1 3.4 4.1 0.4 Iris-setosa 5.2 5.2 4.7 4.8 0.2 Iris-setosa 1.4 0.2 Iris-setosa 1.6 1.6 1.5 1.5 0.2 Iris-setosa 0.2 Iris-setosa 5.4 0.4 Iris-setosa 5.2 5.5 4.9 0.1 Iris-setosa 34 4.2 3.1 3.2 3.5 3.1 3 3.4 3.5 2.3 3.2 3.5 3.8 1.4 0.2 Iris-setosa 35 36 37 38 39 40 41 1.5 1.2 1.3 1.5 1.3 1.5 1.3 1.3 1.3 1.6 1.9 1.4 1.6 0.1 Iris-setosa 0.2 Iris-setosa 0.2 Iris-setosa 0.1 Iris-setosa 0.2 Iris-setosa 0.2 Iris-setosa 0.3 Iris-setosa 0.3 Iris-setosa 0.2 Iris-setosa 0.6 Iris-setosa 0.4 Iris-setosa 0.3 Iris-setosa 0.2 Iris-setosa 5.5 4.9 4.4 5.1 42 43 4.5 4.4 44 45 46 47 5.1 4.8 5.1 3.8 3 45 3250o m o 919 65 8552N270 O54 +555 4 544 6.
Transcribed Image Text:Id SepalLengiSepalWidthPetallengtl PetalWidth species 1.4 1 5.1 3.5 0.2 Iris-setosa 1.4 1.3 1.5 4.9 3 0.2 Iris-setosa 3 4.7 3.2 0.2 Iris-setosa 4 4.6 3.1 0.2 Iris-setosa 5 3.6 3.9 1.4 0.2 Iris-setosa 5.4 1.7 0.4 Iris-setosa 7 4.6 3.4 1.4 0.3 Iris-setosa 0.2 Iris-setosa 0.2 Iris-setosa 0.1 Iris-setosa 0.2 Iris-setosa 0.2 Iris-setosa 0.1 Iris-setosa 0.1 Iris-setosa 0.2 Iris-setosa 3.4 1.5 9 4.4 2.9 1.4 10 4.9 3.1 1.5 11 5.4 3.7 1.5 1.6 12 13 14 15 16 4.8 3.4 4.8 3 1.4 4.3 3 1.1 5.8 4 1.2 1.5 1.3 1.4 5.7 4.4 0.4 Iris-setosa 17 5.4 3.9 3.5 3.8 3.8 0.4 Iris-setosa 18 19 20 5.1 0.3 Iris-setosa 5.7 1.7 0.3 Iris-setosa 5.1 1.5 0.3 Iris-setosa 0.2 Iris-setosa 0.4 Iris-setosa 21 5.4 3.4 1.7 1.5 22 5.1 3.7 23 4.6 3.6 3.3 1 0.2 Iris-setosa 24 5.1 1.7 0.5 Iris-setosa 25 4.8 3.4 1.9 0.2 Iris-setosa 26 3 1.6 1.6 1.5 0.2 Iris-setosa 27 28 29 30 31 32 33 3.4 3.5 3.4 3.2 3.1 3.4 4.1 0.4 Iris-setosa 5.2 5.2 4.7 4.8 0.2 Iris-setosa 1.4 0.2 Iris-setosa 1.6 1.6 1.5 1.5 0.2 Iris-setosa 0.2 Iris-setosa 5.4 0.4 Iris-setosa 5.2 5.5 4.9 0.1 Iris-setosa 34 4.2 3.1 3.2 3.5 3.1 3 3.4 3.5 2.3 3.2 3.5 3.8 1.4 0.2 Iris-setosa 35 36 37 38 39 40 41 1.5 1.2 1.3 1.5 1.3 1.5 1.3 1.3 1.3 1.6 1.9 1.4 1.6 0.1 Iris-setosa 0.2 Iris-setosa 0.2 Iris-setosa 0.1 Iris-setosa 0.2 Iris-setosa 0.2 Iris-setosa 0.3 Iris-setosa 0.3 Iris-setosa 0.2 Iris-setosa 0.6 Iris-setosa 0.4 Iris-setosa 0.3 Iris-setosa 0.2 Iris-setosa 5.5 4.9 4.4 5.1 42 43 4.5 4.4 44 45 46 47 5.1 4.8 5.1 3.8 3 45 3250o m o 919 65 8552N270 O54 +555 4 544 6.
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