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Naive Bayes implementation (untested) #301

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merged 15 commits into from
Jan 18, 2021
Merged

Naive Bayes implementation (untested) #301

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6fc5808
Implement Gaussian and Categorical additive NB classes
jassak Jan 3, 2021
30ee1a5
Add Mixed NB classifier with joint predict method
jassak Jan 3, 2021
2094b7b
Add correct fit, predict and __add__ methods to MixedAdditiveNB
jassak Jan 4, 2021
eaad3b1
Implement NB with prediction (multi-local-global) witouh CV
jassak Jan 4, 2021
194945a
Add NB with CV, CM Highchart, route in hc server
jassak Jan 5, 2021
ab9c645
Add a AdditiveMulticlassROCCurve class
jassak Jan 6, 2021
7eeb8a4
Add ROC curve highchart to NB
jassak Jan 6, 2021
9e8f335
Add NB ROC graph to hichart server
jassak Jan 6, 2021
59d3923
Add various output stats and graphs to NB
jassak Jan 7, 2021
efbf53d
Full implementation of NB
jassak Jan 8, 2021
c6fdbd6
Merge branch 'master' of https://github.com/madgik/exareme into dev/n…
jassak Jan 8, 2021
3189c7d
Naive Bayes properties fixes.
ThanKarab Jan 11, 2021
780fece
Changed default NAIVE BAYES dataset.
ThanKarab Jan 11, 2021
d2bee67
Fix wrong AUC calculation
jassak Jan 16, 2021
3be4248
Remove naive_bayes_nocv from repo
jassak Jan 18, 2021
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Empty file added Exareme-Docker/src/mip-algorithms/NAIVE_BAYES/1/__init__.py
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10 changes: 10 additions & 0 deletions Exareme-Docker/src/mip-algorithms/NAIVE_BAYES/1/global.py
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Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
import sys
from NAIVE_BAYES import NaiveBayes


def main(args):
NaiveBayes(args[1:]).global_init()


if __name__ == "__main__":
NaiveBayes(sys.argv[1:]).global_init()
10 changes: 10 additions & 0 deletions Exareme-Docker/src/mip-algorithms/NAIVE_BAYES/1/local.py
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Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
import sys
from NAIVE_BAYES import NaiveBayes


def main(args):
NaiveBayes(args[1:]).local_init()


if __name__ == "__main__":
NaiveBayes(sys.argv[1:]).local_init()
Empty file added Exareme-Docker/src/mip-algorithms/NAIVE_BAYES/2/__init__.py
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Empty file.
10 changes: 10 additions & 0 deletions Exareme-Docker/src/mip-algorithms/NAIVE_BAYES/2/global.py
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Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
import sys
from NAIVE_BAYES import NaiveBayes


def main(args):
NaiveBayes(args[1:]).global_final()


if __name__ == "__main__":
NaiveBayes(sys.argv[1:]).global_final()
10 changes: 10 additions & 0 deletions Exareme-Docker/src/mip-algorithms/NAIVE_BAYES/2/local.py
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Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
import sys
from NAIVE_BAYES import NaiveBayes


def main(args):
NaiveBayes(args[1:]).local_final()


if __name__ == "__main__":
NaiveBayes(sys.argv[1:]).local_final()
3 changes: 3 additions & 0 deletions Exareme-Docker/src/mip-algorithms/NAIVE_BAYES/__init__.py
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from .naive_bayes import NaiveBayes

__all__ = ["NaiveBayes"]
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