From eac04614526d7d619822bbabf46543053e5e7200 Mon Sep 17 00:00:00 2001 From: Calvin Date: Tue, 26 Mar 2013 13:44:35 -0400 Subject: renamed a bunch of stuff --- python/demo_feast_wrapper.py | 114 ------------------------------------------- 1 file changed, 114 deletions(-) delete mode 100644 python/demo_feast_wrapper.py (limited to 'python/demo_feast_wrapper.py') diff --git a/python/demo_feast_wrapper.py b/python/demo_feast_wrapper.py deleted file mode 100644 index 0a9633a..0000000 --- a/python/demo_feast_wrapper.py +++ /dev/null @@ -1,114 +0,0 @@ -#!/usr/bin/env python -from feast import * -import numpy as np -import import_data - - -def check_result(selected_features, n_relevant): - selected_features = sorted(selected_features) - success = True - for k in range(n_relevant): - if k != selected_features[k]: - success = False - return success - - - -n_relevant = 5 -data_source = 'uniform' # set the data set we want to test - - -if data_source == 'uniform': - data, labels = import_data.uniform_data(n_relevant = n_relevant) -elif data_source == 'digits': - data, labels = import_data.read_digits('digit.txt') - -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 - - -print '---> Information' -print ' :n_observations - ' + str(n_observations) -print ' :n_features - ' + str(n_features) -print ' :n_select - ' + str(n_select) -print ' :algorithm - ' + str(method) -print ' ' -print '---> Running unit tests on FEAST 4 Python... ' - - -################################################################# -################################################################# -print ' Running BetaGamma... ' -sf = BetaGamma(data, labels, n_select, beta=0.5, gamma=0.5) -if check_result(sf, n_relevant) == True: - print ' BetaGamma passed!' -else: - print ' BetaGamma failed!' - - -################################################################# -################################################################# -print ' Running CMIM... ' -sf = CMIM(data, labels, n_select) -if check_result(sf, n_relevant) == True: - print ' CMIM passed!' -else: - print ' CMIM failed!' - - -################################################################# -################################################################# -print ' Running CondMI... ' -sf = CondMI(data, labels, n_select) -if check_result(sf, n_relevant) == True: - print ' CondMI passed!' -else: - print ' CondMI failed!' - - -################################################################# -################################################################# -print ' Running DISR... ' -sf = DISR(data, labels, n_select) -if check_result(sf, n_relevant) == True: - print ' DISR passed!' -else: - print ' DISR failed!' - - -################################################################# -################################################################# -print ' Running ICAP... ' -sf = ICAP(data, labels, n_select) -if check_result(sf, n_relevant) == True: - print ' ICAP passed!' -else: - print ' ICAP failed!' - - -################################################################# -################################################################# -print ' Running JMI... ' -sf = JMI(data, labels, n_select) -if check_result(sf, n_relevant) == True: - print ' JMI passed!' -else: - print ' JMI failed!' - - -################################################################# -################################################################# -print ' Running mRMR... ' -sf = mRMR(data, labels, n_select) -if check_result(sf, n_relevant) == True: - print ' mRMR passed!' -else: - print ' mRMR failed!' - -print '---> Done unit tests!' - - - - -- cgit v1.2.3