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QuAcc
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wilcoxon added to qcdash

This commit is contained in:
Lorenzo Volpi 2023-11-30 18:39:49 +01:00
parent 44d820d4ab
commit 932b235167
1 changed files with 5 additions and 2 deletions
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7
qcdash/app.py
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@ -14,7 +14,7 @@ from dash.dash_table.Format import Format, Scheme
from quacc import plot from quacc import plot
from quacc.evaluation.estimators import CE from quacc.evaluation.estimators import CE
from quacc.evaluation.report import CompReport, DatasetReport from quacc.evaluation.report import CompReport, DatasetReport
from quacc.evaluation.stats import ttest_rel from quacc.evaluation.stats import wilcoxon
backend = plot.get_backend("plotly") backend = plot.get_backend("plotly")
@ -89,7 +89,7 @@ def get_table(dr: DatasetReport, metric, estimators, view, mode):
.mean() .mean()
) )
case ("avg", "stats_table"): case ("avg", "stats_table"):
return ttest_rel(dr, metric=metric, estimators=estimators) return wilcoxon(dr, metric=metric, estimators=estimators)
case (_, "train_table"): case (_, "train_table"):
cr = dr.crs[_prevs.index(view)] cr = dr.crs[_prevs.index(view)]
return cr.data(metric=metric, estimators=estimators).groupby(level=0).mean() return cr.data(metric=metric, estimators=estimators).groupby(level=0).mean()
@ -100,6 +100,9 @@ def get_table(dr: DatasetReport, metric, estimators, view, mode):
.groupby(level=0) .groupby(level=0)
.mean() .mean()
) )
case (_, "stats_table"):
cr = dr.crs[_prevs.index(view)]
return wilcoxon(cr, metric=metric, estimators=estimators)
def get_DataTable(df): def get_DataTable(df):