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AlvLouWeh2017: Implement M1 features

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This commit is contained in:
Alinson S. Xavier
2021-08-12 07:16:23 -05:00
parent fabb13dc7a
commit 53a7c8f84a
2 changed files with 188 additions and 89 deletions
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124
tests/features/test_extractor.py
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@@ -65,11 +65,67 @@ def test_knapsack() -> None:
sample.get_array("static_var_features"),
np.array(
[
[23.0, 505.0, 1.0, 0.32899, 0.0, 505.0, 1.0],
[26.0, 352.0, 1.0, 0.229316, 0.0, 352.0, 1.0],
[20.0, 458.0, 1.0, 0.298371, 0.0, 458.0, 1.0],
[18.0, 220.0, 1.0, 0.143322, 0.0, 220.0, 1.0],
[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 67.0],
[
23.0,
505.0,
1.0,
0.32899,
1e20,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
],
[
26.0,
352.0,
1.0,
0.229316,
1e20,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
],
[
20.0,
458.0,
1.0,
0.298371,
1e20,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
],
[
18.0,
220.0,
1.0,
0.143322,
1e20,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
],
[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0],
]
),
)
@@ -156,11 +212,15 @@ def test_knapsack() -> None:
505.0,
1.0,
0.32899,
1e20,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
505.0,
1.0,
1.0,
0.32899,
0.0,
1.0,
1.0,
@@ -180,11 +240,15 @@ def test_knapsack() -> None:
352.0,
1.0,
0.229316,
1e20,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
352.0,
1.0,
1.0,
0.229316,
0.076923,
1.0,
1.0,
@@ -204,11 +268,15 @@ def test_knapsack() -> None:
458.0,
1.0,
0.298371,
1e20,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
458.0,
1.0,
1.0,
0.298371,
0.0,
1.0,
1.0,
@@ -228,15 +296,19 @@ def test_knapsack() -> None:
220.0,
1.0,
0.143322,
1e20,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
220.0,
1.0,
1.0,
0.143322,
0.0,
1.0,
-1.0,
5.453347,
5.265874,
0.0,
-23.692308,
-0.111111,
@@ -254,13 +326,17 @@ def test_knapsack() -> None:
0.0,
0.0,
0.0,
67.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
1.0,
-1.0,
5.453347,
5.265874,
0.0,
13.538462,
-0.111111,