示例#1
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def init_set(glob_const):
    set_default.set_default_constants();
    #set constants
    glob_const.no_pos_training_eg=500;
    glob_const.no_neg_training_eg=500;
    glob_const.no_pos_testing_eg=4000;
    glob_const.no_neg_testing_eg=4000;
    glob_const.training_rounds=7;
    glob_const.maxdepth_tree=5;
    glob_const.savefile();
示例#2
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def init_set(glob_const):
    set_default.set_default_constants()
    #set constants
    glob_const.no_pos_training_eg = 100
    glob_const.no_neg_training_eg = 100
    glob_const.no_pos_testing_eg = 4000
    glob_const.no_neg_testing_eg = 4000
    glob_const.maxdepth_tree = 4
    glob_const.training_rounds = 7
    glob_const.prob_threshold = 0.5
    glob_const.gamma = 1.
    glob_const.overfitting_e = 0.1
    glob_const.savefile()
示例#3
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def init_set(glob_const):
    set_default.set_default_constants();
    #set constants
    glob_const.no_pos_training_eg=100;
    glob_const.no_neg_training_eg=100;
    glob_const.no_pos_testing_eg=4000;
    glob_const.no_neg_testing_eg=4000;
    glob_const.maxdepth_tree=4;
    glob_const.training_rounds=7;
    glob_const.prob_threshold=0.5;
    glob_const.gamma=1.;
    glob_const.overfitting_e=0.1;
    glob_const.savefile();
示例#4
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"""
this script plots training and testing accuracy with number of training
examples.
"""

#global imports
import matplotlib.pyplot as plt
import time

#local imports
from pbtspot import set_default,train_and_test, globalconstants
from pbtspot.adaboost.generateimage import vid_utils


set_default.set_default_constants();
def init_set(glob_const):
    
    #set constants
    glob_const.no_pos_training_eg=500;
    glob_const.no_neg_training_eg=500;
    glob_const.no_pos_testing_eg=4000;
    glob_const.no_neg_testing_eg=4000;
    glob_const.maxdepth_tree=2;
    glob_const.training_rounds=7;
    glob_const.prob_threshold=0.5;
    glob_const.savefile();



def exampleno_script():
    glob_const=globalconstants.GlobalConstants();
"""
this script plots training and testing accuracy of adaboost with number of training
rounds.
"""

#global imports
import matplotlib.pyplot as plt
import time

#local imports
from pbtspot import set_default, adaboost_train_test, globalconstants
from pbtspot.adaboost.generateimage import vid_utils

set_default.set_default_constants()


def init_set(glob_const):

    #set constants
    glob_const.no_pos_training_eg = 500
    glob_const.no_neg_training_eg = 500
    glob_const.no_pos_testing_eg = 1000
    glob_const.no_neg_testing_eg = 1000
    glob_const.savefile()


def training_round_script():
    glob_const = globalconstants.GlobalConstants()
    init_set(glob_const)
    SNRval = 2.