#import?numpy?as?np
import?pandas?as?pd
import?seaborn?as?sns
import?matplotlib.pyplot?as?plt
from?sklearn.metrics?import?accuracy_scorelog_loss
from?sklearn.neighbors?import?KNeighborsClassifier
from?sklearn.svm?import?SVCLinearSVCNuSVC
from?sklearn.tree?import?DecisionTreeClassifier
from?sklearn.ensemble?import?RandomForestClassifierAdaBoostClassifierGradientBoostingClassifier
from?sklearn.naive_bayes?import?GaussianNB
from?sklearn.discriminant_analysis?import?LinearDiscriminantAnalysis
from?sklearn.preprocessing?import??LabelEncoder
train=pd.read_csv（“train.csv“）
test=pd.read_csv（“test.csv“）
def?encode（traintest）:
????le=LabelEncoder（）.fit（train.species）
????labels=le.transform（train.species）
????classes=list（le.classes_）
????test_ids=test.id
????train=train.dro

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????2618??2016-11-02?19:25??leafClassfier.py
?????文件??????932418??2016-08-26?05:24??test.csv
?????文件?????????616??2016-11-02?14:23??test.py
?????文件?????1568525??2016-08-26?05:24??train.csv