コード例 #1
0
def semisynthetic_test_paper_1():
    console.write_header("Loading Native symbols")
    symbolClasses = loader.load_native_xls()
    console.write_header("Loading Foreign symbols")
    foreignClasses = loader.load_foreign_xls()

    util.global_variables.CLASS_NUM = len(symbolClasses)
    util.global_variables.CHAR_NUM = len(symbolClasses[0].learning_set[0].characteristicsValues)
           
    # CREATE ELLIPSOIDS AND CUBOIDS FOR EACH LEARNING SET
    console.write_header("Generating Convex and Compact Sets")
    membership = BasicMembership(symbolClasses, False)
    membership.shrink_objects(0)  # just to write to he file
    

    
    for i in range(0,5):
        # Check native
        membership.check_natives_ellipsoid_proper(symbolClasses[:],"foreign_REAL","foreign_REAL")
        membership.check_natives_cuboid_proper(symbolClasses[:],"foreign_REAL","foreign_REAL")  
        # Check foreign
        membership.check_foreign_ellipsoid(foreignClasses,      "foreign_REAL")
        membership.check_foreign_cuboids(foreignClasses,     "foreign_REAL")
        # Shrink
        if i != 4:
            membership.shrink_objects(5)
コード例 #2
0
def synthetic_test_paper_1():
    # CREATE CHAR_NUM CHARACTERISTICS
    console.write_header("Creating Characteristics")
    characteristics = []
    data.generate_characteristic(characteristics)
    
    # CREATE CLASS_NUM SYMBOL CLASSES
    console.write_header(" Creating Symbol Classes")
    symbolClasses = []
    data.generate_symbol_classes(symbolClasses, characteristics)

    # DISTORTION (UNIFORM)
    console.write_header("Computing Homogeneous Distortion")
    Distorter().create_homogeneus_cloud(symbolClasses)
    
    # FOREIGN HOMOGENEOUS
    console.write_header("Creating Homogeneous Foreign")
    foreignClassesHomo = f_creator.create_homogeneous_foreign(symbolClasses, characteristics)
    
    # FOREIGN NON-HOMOGENEOUS
    console.write_header("Creating Non Homogeneous Foreign")
    foreignClassesNonHomo = f_creator.create_non_homogeneous_foreign(symbolClasses)

    # CREATE ELLIPSOIDS AND CUBOIDS FOR EACH LEARNING SET
    console.write_header("Generating Convex and Compact Sets")
    membership = BasicMembership(symbolClasses)
    membership.shrink_objects(0)  # just to write to he file
        
    plot = Plot2D()
    plot.renderPlot(symbolClasses, membership, ObjectType.ELLIPSOID)
    plot.renderPlot(symbolClasses, membership, ObjectType.CUBOID)
    
    for i in range(0,5):
        # Check native
        membership.check_natives_ellipsoid_proper(symbolClasses[:],"foreign_homo","foreign_non_homo")
        membership.check_natives_cuboid_proper(symbolClasses[:],"foreign_homo","foreign_non_homo") 
        # Check foreign
        membership.check_foreign_ellipsoid(foreignClassesHomo,      "foreign_homo")
        membership.check_foreign_ellipsoid(foreignClassesNonHomo,   "foreign_non_homo")
        membership.check_foreign_cuboids(foreignClassesHomo,        "foreign_homo")
        membership.check_foreign_cuboids(foreignClassesNonHomo,     "foreign_non_homo")
        # Shrink
        if i != 4:
            membership.shrink_objects(5)
            plot.renderPlot(symbolClasses, membership, ObjectType.ELLIPSOID)
            plot.renderPlot(symbolClasses, membership, ObjectType.CUBOID)