Rough Sets Data Analysis in Knowledge Discovery: A Case of Kuwaiti Diabetic Children Patients

<table class="table-group" id="tab9"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td align="left" rowspan="2">Method</td><td align="center" colspan="2">Generated rule numbers</td></tr><tr class="thead"><td align="center">Before pruning</td><td align="center">After pruning</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td align="left">Decision tree</td><td align="center">198</td><td align="center">121</td></tr><tr><td align="left">Neural  networks</td><td align="center">210</td><td align="center">140</td></tr><tr><td align="left">Rough sets</td><td align="center">140</td><td align="center">62</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Number of generated rules before and after pruning.

Advances in Fuzzy Systems

tab9

Table 9

Table 9: Rough Sets Data Analysis in Knowledge Discovery: A Case of Kuwaiti Diabetic Children Patients 