nagadomi

import numpy as np
import scipy as sp
import xgboost as xgb
from hyperopt import hp, fmin, tpe
from sklearn import datasets
from sklearn import cross_validation
from sklearn.metrics import confusion_matrix

np.random.seed(71)
iris = datasets.load_iris()