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MC-CCR implementation #102

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merged 22 commits into from
Jun 21, 2023
Merged

MC-CCR implementation #102

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1703380
implement CCR based on pseudocode
dddddddddtd Jan 6, 2023
5e51131
optimize CCR implementation
dddddddddtd Jan 6, 2023
e66684b
add CCR documentation
dddddddddtd Jan 6, 2023
f8a7c8d
add CCR test
dddddddddtd Jan 6, 2023
ddad579
do not translate majority examples when their position is in the cent…
dddddddddtd Jan 8, 2023
b413032
add CCR notebook example
dddddddddtd Jan 8, 2023
a2d9e0f
modify CCR to use it in MC-CCR
dddddddddtd Jan 8, 2023
434809d
add MC-CCR implementation
dddddddddtd Jan 8, 2023
f0df399
reformat ccr.py
dddddddddtd May 8, 2023
ebbe343
fix CCR notebook
dddddddddtd May 8, 2023
170fbdb
simplify ccr test
dddddddddtd May 8, 2023
138276c
add typing
dddddddddtd May 8, 2023
3270b90
fix test
dddddddddtd May 8, 2023
caf1139
add mc-ccr call count test
dddddddddtd May 18, 2023
f58b9f7
code cleanup
dddddddddtd May 28, 2023
c8a3012
add radius and translations tests, refactor code
dddddddddtd Jun 5, 2023
9283ac1
rename variables
dddddddddtd Jun 5, 2023
1eba0c1
add same distance test, fix code
dddddddddtd Jun 5, 2023
4ba8d2b
refactor code
dddddddddtd Jun 5, 2023
5ff5d11
add class count test for MC-CCR, fix calculations of synthetic exampl…
dddddddddtd Jun 10, 2023
30db248
fix parameter order in methods
dddddddddtd Jun 10, 2023
918bfc5
refactor mc-ccr
dddddddddtd Jun 20, 2023
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fix CCR notebook
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@dddddddddtd
dddddddddtd committed May 8, 2023
commit ebbe3436d24fb912e6e1b7dbe66716459ae3d3f6
4 changes: 3 additions & 1 deletion examples/resampling/CCR.ipynb
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Expand Up @@ -162,7 +162,9 @@
{
"cell_type": "markdown",
"source": [
"Multi-class classification problem"
"## Multi-class classification problem\n",
"\n",
"MultiClass CCR will perform CCR for each class while using sample of data from other classes as majority"
],
"metadata": {
"collapsed": false
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