From 7b7fc0e6171242c20d455ff4437e67b3df62b37a Mon Sep 17 00:00:00 2001 From: Diogo Peralta Cordeiro Date: Sun, 5 Jun 2022 18:36:21 +0100 Subject: [PATCH] talk a bit more on quality --- README.md | 7 +++++++ quality.png | Bin 0 -> 98306 bytes report.pdf | Bin 268023 -> 365590 bytes 3 files changed, 7 insertions(+) create mode 100644 quality.png diff --git a/README.md b/README.md index a5c264a..3967b50 100644 --- a/README.md +++ b/README.md @@ -241,6 +241,13 @@ value being equal across all atributes suggests entire rows were removed, rather than select values from separate rows. The only exception is the `occupation` attribute, which was entirely removed. +![Quality models](quality.png) + +The values for precision (Gen. Intensity) and Information Loss (Granularity) +are high. The values for Discernibility and Average Equivalence Class Size +are also high. And in general, all the quality models (both attribute-level +and dataset-level) are high. Hence, we believe we've achieved a good utility. + ### Effect of parameters diff --git a/quality.png b/quality.png new file mode 100644 index 0000000000000000000000000000000000000000..131c0a63358152cbc62853bb622329e5fb5187f5 GIT binary patch literal 98306 zcmb@tbx<8m_%%3KaEAn!1b5fq?he68a0u>Ba3{E4+}+*X-QC^YS>F8W+plV?wzg__ z|GIsrW~Qf~nSS~_=bR3fmlZ>V!+`?;08v6*SP=jqng9U&FAVs{5ni&WwT~YNJ3$F$ z7#Nu4O}PyKAOa+W1(cmrPgb4Wad%%iF2?PaG_Tga*`)SV>KoHnp`)=uX*j}TGpq1<`O1!=~Sd z&WDOSjW_JujjxL3UkBIJ)Bu7o#C|A(6a;(HPQZUHn9N}KX~X{-#D2mO**euU%hS`- zOG{KRUD$^xg2vq8qA_V{Ym<|IVkpW&LPDCFnwVGNKh8IS4EPxm8fs^2yJPDz^Oec{ z{K`5D0Z>stp()O)q}JDL^FO5h9PcP?orX!MubI{_~>mSsmkTr z2nga4Ld+Z9oOTxz6B7}EO4|nOu&ke-o!vCa*x4kJ)Oo0;7{5+r|K^91EZ>E#CmiNUMf;Qq44tlEawmwsmYRL};6_we^$;s*I?y8fdGt`fmFqan>Q$K29 z1A>|Ia&qH?W~&BFD$2?=b#+{zu?ucR;KH@l59Rx4;Nqzx&@stBsIUH+d@>k@FwxB1 zTvJo?l8IRm21MZD;h|a_xBu86rKF_v5h*OPCsecie2jh@K(AH8VTwsM3mvs> z1n=z)9$?THg~?PJHLERCuNEbXK{QV7=7@NHxgG~2V!P)7<>DdrThy=S$y5Bgwu;!+ 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