def makeClOpt(testDataDir):
o,a = ClassifierApp.defaultOptions()
o.C = 0.03
o.kernel = "lin" #"rbf"
origFeat = [pjoin(testDataDir,"usps-train.pkl"),pjoin(testDataDir,"usps-test.pkl")]
o.inFeat = origFeat
#o.inFeat = [pjoin(testDataDir,"usps.libsvm.pca")]
o.labels = [ lf+".idlab" for lf in origFeat ]
return o
def makeClOpt(testDataDir):
o,a = ClassifierApp.defaultOptions()
o.method = "svm" #"svm" #"smlr"
o.C = 0.001
o.kernel = "rbf" #"rbf" "lin"
o.inFeatFormat = "pkl" #"txt" #"pkl"
if o.inFeatFormat == "txt":
ext = ".libsvm"
elif o.inFeatFormat == "pkl":
ext = ".pkl"
else:
raise ValueError(o.inFeatFormat)
origFeat = [pjoin(testDataDir,"usps-train"+ext),pjoin(testDataDir,"usps-test"+ext)]
o.inFeat = origFeat
#o.inFeat = [pjoin(testDataDir,"usps.libsvm.pca")]
o.labels = [ lf+".idlab" for lf in origFeat ]
o.balanceTrainCounts=-1
return o
def makeClOpt():
o,a = ClassifierApp.defaultOptions()
o.C = 0.03
o.inFeat = [os.path.abspath("usps-train.libsvm"),os.path.abspath("usps-test.libsvm")]
o.labels = [ lf+".idlab" for lf in o.inFeat ]
return o