diff options
Diffstat (limited to 'test')
| -rw-r--r-- | test/test.py | 15 |
1 files changed, 11 insertions, 4 deletions
diff --git a/test/test.py b/test/test.py index b5e16d1..7b90b3b 100644 --- a/test/test.py +++ b/test/test.py @@ -25,7 +25,7 @@ def read_digits(fname='digit.txt'): data = [] for line in fw: data.append( [float(x) for x in line] ) - data = np.array(data) + data = np.array(data, order="F") labels = data[:,len(data.transpose())-1] data = data[:,:len(data.transpose())-1] return data, labels @@ -47,7 +47,6 @@ def uniform_data(n_observations = 1000, n_features = 50, n_relevant = 5): else: labels[m] = 2 data = data.transpose() - return data, labels @@ -66,7 +65,7 @@ elif data_source == 'digits': n_observations = len(data) # number of samples in the data set n_features = len(data.transpose()) # number of features in the data set n_select = 15 # how many features to select -method = 'JMI' # feature selection algorithm +method = 'MIM' # feature selection algorithm print '---> Information' @@ -87,7 +86,6 @@ if check_result(sf, n_relevant) == True: else: print ' BetaGamma failed!' - ################################################################# ################################################################# print ' Running CMIM... ' @@ -147,6 +145,15 @@ if check_result(sf, n_relevant) == True: else: print ' mRMR failed!' +################################################################# +################################################################# +print ' Running MIM...' +sf = MIM(data, labels, n_select) +if check_result(sf, n_relevant) == True: + print ' MIM passed!' +else: + print ' MIM failed!' + print '---> Done unit tests!' |