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synthetic cases results are the same as using the original code
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Tatiana Dembelova committed Jun 11, 2017
1 parent 7168cf4 commit 57d60b4
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2 changes: 1 addition & 1 deletion .gitignore
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Expand Up @@ -3,7 +3,7 @@
*.iml

logs/*

*.png
# Mobile Tools for Java (J2ME)
.mtj.tmp/

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7 changes: 5 additions & 2 deletions constants.py
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Expand Up @@ -4,16 +4,19 @@ class Method(Enum):
ORIGINAL = 1
EXTENDED = 2

class Correlation_measure(Enum):

class CorrelationMeasure(Enum):
UDS = 1
CMI = 2
MAC = 3

ID_THRESHOLD_QUANTILE = 0.8

ID_THRESHOLD_QUANTILE = 1.0 / 3

NORMALIZATION_RADIUS = 1

FILE_DATA_OUTPUT = "out.txt"
FILE_DATA_CUTS = 'cut.txt'
FILE_NAME_PATTERN = '(?:.*/)*(.*)$'

MAX_SUBSPACE_SIZE = 5
1,994 changes: 1,994 additions & 0 deletions data/crime.csv
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1,994 changes: 0 additions & 1,994 deletions data/crime_small.csv
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13,910 changes: 13,910 additions & 0 deletions data/gas.csv
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5,875 changes: 5,875 additions & 0 deletions data/parkinson.csv
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4 changes: 2 additions & 2 deletions data_generation.py
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Expand Up @@ -63,8 +63,8 @@ def synthetic_data_0(m):


if __name__ == '__main__':
data__ = np.concatenate((synthetic_data_1(20000, 2, 0, 0), np.zeros((20000, 1))), axis=1)
file = 'synthetic_data_example_20000.csv'
data__ = np.concatenate((synthetic_data_1(20000, 9, 0, 0), np.zeros((20000, 1))), axis=1)
file = 'synthetic_10d_parity_problem.csv'

if os.path.isfile(file):
raise ValueError
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8 changes: 8 additions & 0 deletions example/cuts.txt
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@@ -0,0 +1,8 @@
dimension 0 (2 bins)
0.534924
1.0
-------------------------------------
dimension 1 (2 bins)
0.52343
1.0
-------------------------------------
216 changes: 216 additions & 0 deletions example/out.txt
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@relation DB

@attribute dim0 {1,2}
@attribute dim1 {3,4}
@attribute class {"0"}

@data
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1 change: 1 addition & 0 deletions example/runtime.txt
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@@ -0,0 +1 @@
16

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