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<style>
 table.eli5-weights tr:hover {
 filter: brightness(85%);
 }
</style>
<p>Explained as: feature importances</p>
<pre>
Random forest feature importances; values are numbers 0 <= x <= 1;
all values sum to 1.
</pre>
<table class="eli5-weights eli5-feature-importances" style="border-collapse: collapse; border: none; margin-top: 0em; table-layout: auto;">
 <thead>
 <tr style="border: none;">
 <th style="padding: 0 1em 0 0.5em; text-align: right; border: none;">Weight</th>
 <th style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">Feature</th>
 </tr>
 </thead>
 <tbody>
<tr style="background-color: hsl(120, 100.00%, 80.00%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0467
&plusmn; 0.1170
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 html_tag_count
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 80.12%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0463
&plusmn; 0.1480
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 click
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 80.47%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0451
&plusmn; 0.1257
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 exclamation_density
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 83.70%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0348
&plusmn; 0.1131
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 remov
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 85.22%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0303
&plusmn; 0.0927
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 capitalization_ratio
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 87.84%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0229
&plusmn; 0.0888
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 cta_to_info_ratio
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 88.12%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0222
&plusmn; 0.0814
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 pleas
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 89.71%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0181
&plusmn; 0.0557
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 caps_word_ratio
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 90.65%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0158
&plusmn; 0.0593
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 nbsp
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 90.67%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0157
&plusmn; 0.0504
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 wrote
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 91.16%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0145
&plusmn; 0.0636
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 receiv
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 91.21%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0144
&plusmn; 0.0504
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 free
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 91.32%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0142
&plusmn; 0.0568
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 offer
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 92.68%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0111
&plusmn; 0.0312
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 avg_sentence_length
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 92.92%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0106
&plusmn; 0.0516
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 pleas click
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 93.50%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0094
&plusmn; 0.0473
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 spam_phrase_count
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 93.73%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0089
&plusmn; 0.0287
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 email_length
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 94.42%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0075
&plusmn; 0.0359
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 list pleas
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 94.47%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0074
&plusmn; 0.0351
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 guarante
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 94.75%); border: none;">
 <td style="padding: 0 1em 0 0.5em; text-align: right; border: none;">
 0.0069
&plusmn; 0.0270
</td>
 <td style="padding: 0 0.5em 0 0.5em; text-align: left; border: none;">
 credit
 </td>
 </tr>
<tr style="background-color: hsl(120, 100.00%, 94.75%); border: none;">
 <td colspan="2" style="padding: 0 0.5em 0 0.5em; text-align: center; border: none; white-space: nowrap;">
 <i>&hellip; 1004 more &hellip;</i>
 </td>
 </tr>
</tbody>
</table>