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ML
ffm-baseline
Commits
61438b13
Commit
61438b13
authored
Aug 07, 2018
by
张彦钊
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fix bug
parent
0b3210d9
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1 changed file
with
12 additions
and
15 deletions
+12
-15
rocCurve.py
eda/ml_tools/rocCurve.py
+12
-15
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eda/ml_tools/rocCurve.py
View file @
61438b13
...
...
@@ -16,28 +16,25 @@ def get_roc_curve(label,pred):
"""
计算二分类问题的roc和auc
"""
try
:
test_label
=
pd
.
read_table
(
label
)
pred_label
=
pd
.
read_table
(
pred
)
y
=
test_label
.
values
p
=
pred_label
.
values
fpr
,
tpr
,
thresholds
=
metrics
.
roc_curve
(
y
,
p
)
test_label
=
pd
.
read_table
(
label
)
pred_label
=
pd
.
read_table
(
pred
)
y
=
test_label
.
values
p
=
pred_label
.
values
fpr
,
tpr
,
thresholds
=
metrics
.
roc_curve
(
y
,
p
)
# plt.plot(fpr,tpr,marker = 'o')
# plt.xlabel('False positive rate')
# plt.ylabel('True positive rate')
# plt.title("roc_curev")
AUC
=
auc
(
fpr
,
tpr
)
AUC
=
"auc={}"
.
format
(
AUC
)
# plt.text(0.5,0.8,AUC,color='blue',ha='center')
# # plt.savefig(output)
print
(
AUC
)
except
:
print
(
"the format of the file must be the n*1"
)
print
(
"the test_label must be 0 or 1"
)
print
(
"the test_pred must be at [0,1]"
)
AUC
=
auc
(
fpr
,
tpr
)
AUC
=
"auc={}"
.
format
(
AUC
)
# plt.text(0.5,0.8,AUC,color='blue',ha='center')
# # plt.savefig(output)
print
(
AUC
)
#
# if __name__ == "__main__":
...
...
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