def train_sax_cnt_model(areas_all, cont_all, train_true,version=2,cleaner=[]):
#sax model method2, use contour compeleteness to filter result
print(" ---- train sax countour model :");
cnt_sax_model = SaxModel(version=version);
cnt_result = analysis.get_preliminary_volume_cnt(areas_all, cont_all,cleaner=cleaner);
cnt_sax_model.fit(cnt_result,train_true);
cnt_sax_predict = cnt_sax_model.predict(cnt_result);
analysis.evaluate_pred(cnt_sax_predict, train_true);
return cnt_sax_predict;
def train_sax_cnt_model(areas_all,
cont_all,
train_true,
version=2,
cleaner=[]):
#sax model method2, use contour compeleteness to filter result
turn = dhl.turn()
dhl.log_time_stamp(turn, 'train_pred.py', '-', 'train_sax_cnt_model',
dhl.START_FUNCTION, ' - ')
cnt_sax_model = SaxModel(version=version)
cnt_result = analysis.get_preliminary_volume_cnt(areas_all,
cont_all,
cleaner=cleaner)
cnt_sax_model.fit(cnt_result, train_true)
cnt_sax_predict = cnt_sax_model.predict(cnt_result)
analysis.evaluate_pred(cnt_sax_predict, train_true)
dhl.log_time_stamp(turn, 'train_pred.py', '-', 'train_sax_cnt_model',
dhl.END_FUNCTION, ' - ')
return cnt_sax_predict