Imbalanced Data Sets Classification Based on SVM for Sand-Dust Storm Warning

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td align="left"> </td><td align="center">Recognized as <br/>non-sand-dust storm</td><td align="center">Recognized as <br/>sand-dust storm</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td align="left">Non-sand-dust storm sample</td><td align="center">TN</td><td align="center">FP</td></tr><tr><td align="left">Sand-dust storm sample</td><td align="center">FN</td><td align="center">TP</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Mixing matrix of sand-dust storm data set.

Discrete Dynamics in Nature and Society

tab3

Table 3

Table 3: Imbalanced Data Sets Classification Based on SVM for Sand-Dust Storm Warning 