def loadResults2(fileName) :
"""
load a list of list of Results objects or a dictionary of a list of Results objects
"""
res = myio.load(fileName)
if type(res) == type({}) :
results = {}
for key in res :
results[key] = [ Results(object) for object in res[key] ]
return results
elif type(res) == type([]) :
return [ [Results(object) for object in listOfResults] for listOfResults in res ]
def loadResults2(fileName) :
"""
load a list of list of Results objects or a dictionary of a list of Results objects
"""
res = myio.load(fileName)
if type(res) == type({}) :
results = {}
for key in res :
results[key] = [ Results(object) for object in res[key] ]
return results
elif type(res) == type([]) :
return [ [Results(object) for object in listOfResults] for listOfResults in res ]
def extractNumFeatures(resultsFileName) :
r = myio.load(resultsFileName)
numFeatures = {}
if type(r) == type({}) :
info = misc.extractAttribute(r, 'foldInfo')
for key in info :
numFeat = []
for lines in info[key] :
for line in lines.split('\n') :
if line.find('number of features') == 0 :
numFeat.append(float(line.split(':')[1]))
numFeatures[key] = numpy.average(numFeat)
return numFeatures
def extractNumFeatures(resultsFileName):
r = myio.load(resultsFileName)
numFeatures = {}
if type(r) == type({}):
info = misc.extractAttribute(r, 'foldInfo')
for key in info:
numFeat = []
for lines in info[key]:
for line in lines.split('\n'):
if line.find('number of features') == 0:
numFeat.append(float(line.split(':')[1]))
numFeatures[key] = numpy.average(numFeat)
return numFeatures
def loadResults(fileName, isNewFormat = True) :
"""
isNewFormat -- whether the Results were saved under version 0.6.1 or newer
"""
res = myio.load(fileName)
if not isNewFormat :
return ClassificationResults([res])
if type(res) == type({}) :
results = {}
for key in res :
results[key] = ClassificationResults(res[key])
return results
if type(res[0]) == type([]) :
return ResultsList(res)
else :
return ClassificationResults(res)
def loadResults(fileName, isNewFormat = True) :
"""
isNewFormat -- whether the Results were saved under version 0.6.1 or newer
"""
res = myio.load(fileName)
if not isNewFormat :
return ClassificationResults([res])
if type(res) == type({}) :
results = {}
for key in res :
results[key] = ClassificationResults(res[key])
return results
if type(res[0]) == type([]) :
return ResultsList(res)
else :
return ClassificationResults(res)
