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<html>
<head>
<style>
.dataframe {
tr:hover {
background-color: aquamarine;
}
}
</style>
</head>
<body>
<div>target: default</div>
<div>train: [0.5 0.5]</div>
<div>validation: [0.5 0.5]</div>
<div>evaluate_binary: 277.300s</div>
<div>evaluate_multiclass: 139.986s</div>
<div>kfcv: 98.625s</div>
<div>atc_mc: 93.304s</div>
<div>atc_ne: 91.201s</div>
<div>doc_feat: 29.930s</div>
<div>rca_score: 1018.341s</div>
<div>rca_star_score: 1013.733s</div>
<div>tot: 1054.413s</div>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>bin</th>
<th>mul</th>
<th>kfcv</th>
<th>atc_mc</th>
<th>atc_ne</th>
<th>doc_feat</th>
<th>rca</th>
<th>rca_star</th>
</tr>
</thead>
<tbody>
<tr>
<th>(0.0, 1.0)</th>
<td>0.0154</td>
<td>0.0177</td>
<td>0.0249</td>
<td>0.0291</td>
<td>0.0291</td>
<td>0.0248</td>
<td>0.2705</td>
<td>0.2413</td>
</tr>
<tr>
<th>(0.05, 0.95)</th>
<td>0.0309</td>
<td>0.0284</td>
<td>0.0252</td>
<td>0.0300</td>
<td>0.0300</td>
<td>0.0247</td>
<td>0.2796</td>
<td>0.2504</td>
</tr>
<tr>
<th>(0.1, 0.9)</th>
<td>0.0309</td>
<td>0.0302</td>
<td>0.0251</td>
<td>0.0279</td>
<td>0.0279</td>
<td>0.0250</td>
<td>0.2722</td>
<td>0.2430</td>
</tr>
<tr>
<th>(0.15, 0.85)</th>
<td>0.0310</td>
<td>0.0339</td>
<td>0.0245</td>
<td>0.0269</td>
<td>0.0269</td>
<td>0.0244</td>
<td>0.2684</td>
<td>0.2392</td>
</tr>
<tr>
<th>(0.2, 0.8)</th>
<td>0.0411</td>
<td>0.0407</td>
<td>0.0259</td>
<td>0.0292</td>
<td>0.0292</td>
<td>0.0257</td>
<td>0.2724</td>
<td>0.2432</td>
</tr>
<tr>
<th>(0.25, 0.75)</th>
<td>0.0381</td>
<td>0.0376</td>
<td>0.0262</td>
<td>0.0319</td>
<td>0.0319</td>
<td>0.0259</td>
<td>0.2701</td>
<td>0.2409</td>
</tr>
<tr>
<th>(0.3, 0.7)</th>
<td>0.0442</td>
<td>0.0452</td>
<td>0.0254</td>
<td>0.0273</td>
<td>0.0273</td>
<td>0.0256</td>
<td>0.2650</td>
<td>0.2358</td>
</tr>
<tr>
<th>(0.35, 0.65)</th>
<td>0.0480</td>
<td>0.0498</td>
<td>0.0236</td>
<td>0.0257</td>
<td>0.0257</td>
<td>0.0235</td>
<td>0.2640</td>
<td>0.2347</td>
</tr>
<tr>
<th>(0.4, 0.6)</th>
<td>0.0401</td>
<td>0.0431</td>
<td>0.0222</td>
<td>0.0296</td>
<td>0.0296</td>
<td>0.0220</td>
<td>0.2654</td>
<td>0.2361</td>
</tr>
<tr>
<th>(0.45, 0.55)</th>
<td>0.0551</td>
<td>0.0558</td>
<td>0.0243</td>
<td>0.0295</td>
<td>0.0295</td>
<td>0.0246</td>
<td>0.1838</td>
<td>0.1551</td>
</tr>
<tr>
<th>(0.5, 0.5)</th>
<td>0.0499</td>
<td>0.0513</td>
<td>0.0308</td>
<td>0.0319</td>
<td>0.0319</td>
<td>0.0309</td>
<td>0.1472</td>
<td>0.1202</td>
</tr>
<tr>
<th>(0.55, 0.45)</th>
<td>0.0538</td>
<td>0.0542</td>
<td>0.0278</td>
<td>0.0329</td>
<td>0.0329</td>
<td>0.0280</td>
<td>0.1717</td>
<td>0.1459</td>
</tr>
<tr>
<th>(0.6, 0.4)</th>
<td>0.0476</td>
<td>0.0484</td>
<td>0.0258</td>
<td>0.0298</td>
<td>0.0298</td>
<td>0.0259</td>
<td>0.2434</td>
<td>0.2147</td>
</tr>
<tr>
<th>(0.65, 0.35)</th>
<td>0.0447</td>
<td>0.0474</td>
<td>0.0287</td>
<td>0.0332</td>
<td>0.0332</td>
<td>0.0288</td>
<td>0.2632</td>
<td>0.2340</td>
</tr>
<tr>
<th>(0.7, 0.3)</th>
<td>0.0388</td>
<td>0.0397</td>
<td>0.0295</td>
<td>0.0328</td>
<td>0.0328</td>
<td>0.0296</td>
<td>0.2659</td>
<td>0.2367</td>
</tr>
<tr>
<th>(0.75, 0.25)</th>
<td>0.0336</td>
<td>0.0399</td>
<td>0.0241</td>
<td>0.0293</td>
<td>0.0293</td>
<td>0.0244</td>
<td>0.2612</td>
<td>0.2320</td>
</tr>
<tr>
<th>(0.8, 0.2)</th>
<td>0.0407</td>
<td>0.0447</td>
<td>0.0266</td>
<td>0.0303</td>
<td>0.0303</td>
<td>0.0271</td>
<td>0.2601</td>
<td>0.2309</td>
</tr>
<tr>
<th>(0.85, 0.15)</th>
<td>0.0383</td>
<td>0.0423</td>
<td>0.0219</td>
<td>0.0278</td>
<td>0.0278</td>
<td>0.0220</td>
<td>0.2670</td>
<td>0.2378</td>
</tr>
<tr>
<th>(0.9, 0.1)</th>
<td>0.0351</td>
<td>0.0387</td>
<td>0.0244</td>
<td>0.0275</td>
<td>0.0275</td>
<td>0.0245</td>
<td>0.2618</td>
<td>0.2326</td>
</tr>
<tr>
<th>(0.95, 0.05)</th>
<td>0.0238</td>
<td>0.0263</td>
<td>0.0269</td>
<td>0.0296</td>
<td>0.0296</td>
<td>0.0272</td>
<td>0.2602</td>
<td>0.2310</td>
</tr>
<tr>
<th>(1.0, 0.0)</th>
<td>0.0118</td>
<td>0.0202</td>
<td>0.0241</td>
<td>0.0279</td>
<td>0.0279</td>
<td>0.0244</td>
<td>0.2571</td>
<td>0.2279</td>
</tr>
</tbody>
</table>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>bin</th>
<th>mul</th>
<th>kfcv</th>
<th>atc_mc</th>
<th>atc_ne</th>
</tr>
</thead>
<tbody>
<tr>
<th>(0.0, 1.0)</th>
<td>0.0088</td>
<td>0.0100</td>
<td>0.0580</td>
<td>0.0183</td>
<td>0.0183</td>
</tr>
<tr>
<th>(0.05, 0.95)</th>
<td>0.0175</td>
<td>0.0159</td>
<td>0.0605</td>
<td>0.0193</td>
<td>0.0193</td>
</tr>
<tr>
<th>(0.1, 0.9)</th>
<td>0.0184</td>
<td>0.0176</td>
<td>0.0532</td>
<td>0.0189</td>
<td>0.0189</td>
</tr>
<tr>
<th>(0.15, 0.85)</th>
<td>0.0188</td>
<td>0.0204</td>
<td>0.0475</td>
<td>0.0180</td>
<td>0.0180</td>
</tr>
<tr>
<th>(0.2, 0.8)</th>
<td>0.0269</td>
<td>0.0266</td>
<td>0.0455</td>
<td>0.0206</td>
<td>0.0206</td>
</tr>
<tr>
<th>(0.25, 0.75)</th>
<td>0.0265</td>
<td>0.0261</td>
<td>0.0401</td>
<td>0.0242</td>
<td>0.0242</td>
</tr>
<tr>
<th>(0.3, 0.7)</th>
<td>0.0328</td>
<td>0.0336</td>
<td>0.0331</td>
<td>0.0208</td>
<td>0.0208</td>
</tr>
<tr>
<th>(0.35, 0.65)</th>
<td>0.0386</td>
<td>0.0394</td>
<td>0.0307</td>
<td>0.0211</td>
<td>0.0211</td>
</tr>
<tr>
<th>(0.4, 0.6)</th>
<td>0.0343</td>
<td>0.0371</td>
<td>0.0273</td>
<td>0.0265</td>
<td>0.0265</td>
</tr>
<tr>
<th>(0.45, 0.55)</th>
<td>0.0511</td>
<td>0.0512</td>
<td>0.0231</td>
<td>0.0275</td>
<td>0.0275</td>
</tr>
<tr>
<th>(0.5, 0.5)</th>
<td>0.0517</td>
<td>0.0529</td>
<td>0.0306</td>
<td>0.0319</td>
<td>0.0319</td>
</tr>
<tr>
<th>(0.55, 0.45)</th>
<td>0.0584</td>
<td>0.0583</td>
<td>0.0308</td>
<td>0.0354</td>
<td>0.0354</td>
</tr>
<tr>
<th>(0.6, 0.4)</th>
<td>0.0590</td>
<td>0.0599</td>
<td>0.0363</td>
<td>0.0357</td>
<td>0.0357</td>
</tr>
<tr>
<th>(0.65, 0.35)</th>
<td>0.0635</td>
<td>0.0662</td>
<td>0.0506</td>
<td>0.0440</td>
<td>0.0440</td>
</tr>
<tr>
<th>(0.7, 0.3)</th>
<td>0.0596</td>
<td>0.0638</td>
<td>0.0654</td>
<td>0.0457</td>
<td>0.0457</td>
</tr>
<tr>
<th>(0.75, 0.25)</th>
<td>0.0627</td>
<td>0.0744</td>
<td>0.0964</td>
<td>0.0461</td>
<td>0.0461</td>
</tr>
<tr>
<th>(0.8, 0.2)</th>
<td>0.0909</td>
<td>0.0999</td>
<td>0.1400</td>
<td>0.0629</td>
<td>0.0629</td>
</tr>
<tr>
<th>(0.85, 0.15)</th>
<td>0.1052</td>
<td>0.1126</td>
<td>0.1829</td>
<td>0.0727</td>
<td>0.0727</td>
</tr>
<tr>
<th>(0.9, 0.1)</th>
<td>0.1377</td>
<td>0.1481</td>
<td>0.2839</td>
<td>0.1215</td>
<td>0.1215</td>
</tr>
<tr>
<th>(0.95, 0.05)</th>
<td>0.1305</td>
<td>0.1450</td>
<td>0.4592</td>
<td>0.2037</td>
<td>0.2037</td>
</tr>
<tr>
<th>(1.0, 0.0)</th>
<td>0.1092</td>
<td>0.1387</td>
<td>0.8818</td>
<td>0.5267</td>
<td>0.5267</td>
</tr>
</tbody>
</table>
</body></html>
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