Skip to content
Open
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
310 changes: 2 additions & 308 deletions Regression_(Linear_,_Polynomial)_.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -119,313 +119,7 @@
" <div id=\"df-2b9bea40-7c20-4300-bd19-be2060f0f964\">\n",
" <div class=\"colab-df-container\">\n",
" <div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Unnamed: 0</th>\n",
" <th>A</th>\n",
" <th>B</th>\n",
" <th>C</th>\n",
" <th>D</th>\n",
" <th>E</th>\n",
" <th>F</th>\n",
" <th>G</th>\n",
" <th>H</th>\n",
" <th>I</th>\n",
" <th>...</th>\n",
" <th>L</th>\n",
" <th>M</th>\n",
" <th>N</th>\n",
" <th>O</th>\n",
" <th>P</th>\n",
" <th>Q</th>\n",
" <th>R</th>\n",
" <th>S</th>\n",
" <th>T</th>\n",
" <th>label</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>-9.989516</td>\n",
" <td>1564.957586</td>\n",
" <td>8.199060</td>\n",
" <td>32.508797</td>\n",
" <td>19.464400</td>\n",
" <td>1644.524093</td>\n",
" <td>26.100966</td>\n",
" <td>34.731954</td>\n",
" <td>4378.575414</td>\n",
" <td>...</td>\n",
" <td>770.535311</td>\n",
" <td>30.060441</td>\n",
" <td>-25.002361</td>\n",
" <td>11.892468</td>\n",
" <td>-34.329383</td>\n",
" <td>37.218423</td>\n",
" <td>-4.440530</td>\n",
" <td>29.075092</td>\n",
" <td>29.107896</td>\n",
" <td>311.232491</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>-17.591800</td>\n",
" <td>1559.053039</td>\n",
" <td>12.302737</td>\n",
" <td>-36.351098</td>\n",
" <td>6.256406</td>\n",
" <td>1640.834263</td>\n",
" <td>12.954212</td>\n",
" <td>-43.333128</td>\n",
" <td>4833.766813</td>\n",
" <td>...</td>\n",
" <td>997.260070</td>\n",
" <td>-1.329145</td>\n",
" <td>16.022086</td>\n",
" <td>42.972484</td>\n",
" <td>-7.372877</td>\n",
" <td>45.550946</td>\n",
" <td>37.576551</td>\n",
" <td>12.926551</td>\n",
" <td>-32.565844</td>\n",
" <td>6393.112342</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>-28.321695</td>\n",
" <td>1305.900952</td>\n",
" <td>-35.681049</td>\n",
" <td>-9.039358</td>\n",
" <td>-45.519426</td>\n",
" <td>2039.003363</td>\n",
" <td>-0.154348</td>\n",
" <td>18.107957</td>\n",
" <td>4162.395297</td>\n",
" <td>...</td>\n",
" <td>616.059291</td>\n",
" <td>-6.997085</td>\n",
" <td>27.846844</td>\n",
" <td>26.511376</td>\n",
" <td>19.323152</td>\n",
" <td>-35.807513</td>\n",
" <td>-5.913019</td>\n",
" <td>15.046779</td>\n",
" <td>-34.332357</td>\n",
" <td>2601.046223</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>3</td>\n",
" <td>-40.471241</td>\n",
" <td>1612.746996</td>\n",
" <td>-28.980454</td>\n",
" <td>2.137719</td>\n",
" <td>-34.767491</td>\n",
" <td>2757.469393</td>\n",
" <td>23.857472</td>\n",
" <td>-48.434183</td>\n",
" <td>4340.953927</td>\n",
" <td>...</td>\n",
" <td>715.537625</td>\n",
" <td>-12.441561</td>\n",
" <td>47.883435</td>\n",
" <td>36.994884</td>\n",
" <td>30.783992</td>\n",
" <td>22.162383</td>\n",
" <td>16.465836</td>\n",
" <td>41.435425</td>\n",
" <td>33.561233</td>\n",
" <td>13572.118106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4</td>\n",
" <td>-36.525271</td>\n",
" <td>1852.275617</td>\n",
" <td>-32.744347</td>\n",
" <td>-1.439526</td>\n",
" <td>-14.061837</td>\n",
" <td>2138.422485</td>\n",
" <td>44.061988</td>\n",
" <td>33.336936</td>\n",
" <td>4099.453685</td>\n",
" <td>...</td>\n",
" <td>629.221442</td>\n",
" <td>10.992360</td>\n",
" <td>-47.143335</td>\n",
" <td>-8.296962</td>\n",
" <td>-8.086565</td>\n",
" <td>39.169726</td>\n",
" <td>-49.540056</td>\n",
" <td>-32.518653</td>\n",
" <td>-36.320202</td>\n",
" <td>-5462.446898</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49995</th>\n",
" <td>49995</td>\n",
" <td>38.882059</td>\n",
" <td>1829.766795</td>\n",
" <td>-9.597762</td>\n",
" <td>42.286077</td>\n",
" <td>-45.676532</td>\n",
" <td>2340.446842</td>\n",
" <td>44.758699</td>\n",
" <td>-49.232038</td>\n",
" <td>4561.096049</td>\n",
" <td>...</td>\n",
" <td>931.215587</td>\n",
" <td>-19.667192</td>\n",
" <td>20.825892</td>\n",
" <td>18.055764</td>\n",
" <td>-40.074521</td>\n",
" <td>44.966776</td>\n",
" <td>30.681416</td>\n",
" <td>38.376682</td>\n",
" <td>33.942225</td>\n",
" <td>9034.945727</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49996</th>\n",
" <td>49996</td>\n",
" <td>-29.570690</td>\n",
" <td>1467.757407</td>\n",
" <td>-2.581269</td>\n",
" <td>8.699766</td>\n",
" <td>-32.209400</td>\n",
" <td>2065.685621</td>\n",
" <td>13.244693</td>\n",
" <td>-27.154067</td>\n",
" <td>4922.613361</td>\n",
" <td>...</td>\n",
" <td>646.439398</td>\n",
" <td>45.407497</td>\n",
" <td>-41.574684</td>\n",
" <td>-41.278010</td>\n",
" <td>34.484129</td>\n",
" <td>16.631234</td>\n",
" <td>-10.488980</td>\n",
" <td>-11.637358</td>\n",
" <td>-25.774032</td>\n",
" <td>-6345.178110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49997</th>\n",
" <td>49997</td>\n",
" <td>-26.656483</td>\n",
" <td>1081.812179</td>\n",
" <td>19.742925</td>\n",
" <td>-49.109287</td>\n",
" <td>-8.179490</td>\n",
" <td>1755.112415</td>\n",
" <td>-26.730046</td>\n",
" <td>-32.187078</td>\n",
" <td>4289.779346</td>\n",
" <td>...</td>\n",
" <td>950.109763</td>\n",
" <td>-1.341077</td>\n",
" <td>-33.268738</td>\n",
" <td>32.604813</td>\n",
" <td>-17.198521</td>\n",
" <td>-29.136001</td>\n",
" <td>24.609231</td>\n",
" <td>11.935784</td>\n",
" <td>-35.190456</td>\n",
" <td>1483.917022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49998</th>\n",
" <td>49998</td>\n",
" <td>49.470595</td>\n",
" <td>1418.823031</td>\n",
" <td>14.854524</td>\n",
" <td>-6.995360</td>\n",
" <td>27.184947</td>\n",
" <td>1235.231487</td>\n",
" <td>34.556613</td>\n",
" <td>-33.790945</td>\n",
" <td>4119.297411</td>\n",
" <td>...</td>\n",
" <td>742.735044</td>\n",
" <td>-48.406474</td>\n",
" <td>-4.081799</td>\n",
" <td>20.777856</td>\n",
" <td>-49.422060</td>\n",
" <td>-31.251860</td>\n",
" <td>-27.546928</td>\n",
" <td>38.121308</td>\n",
" <td>-10.588040</td>\n",
" <td>10720.139180</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49999</th>\n",
" <td>49999</td>\n",
" <td>-25.982072</td>\n",
" <td>1679.672351</td>\n",
" <td>-34.735487</td>\n",
" <td>-16.517472</td>\n",
" <td>6.606794</td>\n",
" <td>2375.299327</td>\n",
" <td>33.975192</td>\n",
" <td>-8.225393</td>\n",
" <td>4017.898569</td>\n",
" <td>...</td>\n",
" <td>888.777601</td>\n",
" <td>33.897617</td>\n",
" <td>-25.710304</td>\n",
" <td>27.512513</td>\n",
" <td>29.199493</td>\n",
" <td>29.509718</td>\n",
" <td>-47.344110</td>\n",
" <td>-3.357583</td>\n",
" <td>-48.462504</td>\n",
" <td>2185.127958</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",

"<p>50000 rows × 22 columns</p>\n",
"</div>\n",
" <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-2b9bea40-7c20-4300-bd19-be2060f0f964')\"\n",
Expand Down Expand Up @@ -4133,4 +3827,4 @@
},
"nbformat": 4,
"nbformat_minor": 0
}
}