PicturedRocks
0.3.0
Contents:
Feature Selection Tutorial
Reading data
Preprocessing
Plotting
Selecting Markers
Measuring Feature Selection Performance
PicturedRocks
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Index
A
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C
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F
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G
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I
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J
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K
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L
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M
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N
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P
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R
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V
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W
A
add() (picturedrocks.markers.mutualinformation.iterative.IterativeFeatureSelection method)
autoselect() (picturedrocks.markers.mutualinformation.iterative.IterativeFeatureSelection method)
C
CIFE (class in picturedrocks.markers.mutualinformation.iterative)
cife_obj() (in module picturedrocks.markers.interactive)
CIFEUnsup (class in picturedrocks.markers.mutualinformation.iterative)
classify() (picturedrocks.performance.FoldTester method)
confusionmatrixfigure() (picturedrocks.performance.PerformanceReport method)
F
FoldTester (class in picturedrocks.performance)
G
genericplot() (in module picturedrocks.plot)
genericwrongplot() (in module picturedrocks.plot)
getconfusionmatrix() (picturedrocks.performance.PerformanceReport method)
I
InformationSet (class in picturedrocks.markers)
InteractiveMarkerSelection (class in picturedrocks.markers.interactive)
IterativeFeatureSelection (class in picturedrocks.markers.mutualinformation.iterative)
J
JMI (class in picturedrocks.markers.mutualinformation.iterative)
K
kfoldindices() (in module picturedrocks.performance)
L
loadfolds() (picturedrocks.performance.FoldTester method)
loadfoldsandmarkers() (picturedrocks.performance.FoldTester method)
M
makefolds() (picturedrocks.performance.FoldTester method)
makeinfoset() (in module picturedrocks.markers)
merge_markers() (in module picturedrocks.performance)
MIM (class in picturedrocks.markers.mutualinformation.iterative)
N
NearestCentroidClassifier (class in picturedrocks.performance)
P
pca() (in module picturedrocks.preprocessing)
pcafigure() (in module picturedrocks.plot)
pcawrongplot() (in module picturedrocks.plot)
PerformanceReport (class in picturedrocks.performance)
picturedrocks.markers.mutualinformation.iterative (module)
picturedrocks.performance (module)
picturedrocks.plot (module)
picturedrocks.preprocessing (module)
picturedrocks.read (module)
plotgeneheat() (in module picturedrocks.plot)
printscore() (picturedrocks.performance.PerformanceReport method)
process_clusts() (in module picturedrocks.read)
R
read_clusts() (in module picturedrocks.read)
remove() (picturedrocks.markers.mutualinformation.iterative.IterativeFeatureSelection method)
S
savefolds() (picturedrocks.performance.FoldTester method)
savefoldsandmarkers() (picturedrocks.performance.FoldTester method)
selectmarkers() (picturedrocks.performance.FoldTester method)
show() (picturedrocks.performance.PerformanceReport method)
SparseInformationSet (class in picturedrocks.markers)
T
test() (picturedrocks.performance.NearestCentroidClassifier method)
train() (picturedrocks.performance.NearestCentroidClassifier method)
truncatemarkers() (in module picturedrocks.performance)
U
umapfigure() (in module picturedrocks.plot)
UniEntropy (class in picturedrocks.markers.mutualinformation.iterative)
V
validatefolds() (picturedrocks.performance.FoldTester method)
W
wrong() (picturedrocks.performance.PerformanceReport method)
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