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KPTCL Report

Kptcl report

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41 views3 pages

KPTCL Report

Kptcl report

Uploaded by

akshathakgowda001
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as PDF, TXT or read online on Scribd
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Decision Tree Classifier Report

Date: 20/12/2022
Time: 21:12:33
Authors: Khaled Ashraf, Noura Ashraf, Samaa Khalifa

Experiment 1

Set Size Accuracy


25.0 0.9620991253644315
31.0 0.9630709426627794
39.0 0.956268221574344
27.0 0.967930029154519
31.0 0.9689018464528668

Experiment 2

Accuracy for each iteration

Iteration Mean Max Min


30% 0.96774 0.97815 0.95421
40% 0.97282 0.97937 0.96723
50% 0.97376 0.98834 0.96064
60% 0.98069 0.98361 0.96903
70% 0.97961 0.99029 0.9733

Page 1
Size for each iteration

Iteration Mean Max Min


30% 31.8 37.0 25.0
40% 37.4 41.0 35.0
50% 35.8 45.0 27.0
60% 41.0 47.0 35.0
70% 47.0 51.0 41.0

Plotting accuracy against training set size

Page 2
Plotting the final tree size against training set size

Page 3

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