def train(client):
train_data = [
('徳川', Datum({'name': '家康'})),
('徳川', Datum({'name': '秀忠'})),
('徳川', Datum({'name': '家光'})),
('徳川', Datum({'name': '家綱'})),
('徳川', Datum({'name': '綱吉'})),
('徳川', Datum({'name': '家宣'})),
('徳川', Datum({'name': '家継'})),
('徳川', Datum({'name': '吉宗'})),
('徳川', Datum({'name': '家重'})),
('徳川', Datum({'name': '家治'})),
('徳川', Datum({'name': '家斉'})),
('徳川', Datum({'name': '家慶'})),
('徳川', Datum({'name': '家定'})),
('徳川', Datum({'name': '家茂'})),
# (u'徳川', Datum({'name': u'慶喜'})),
('足利', Datum({'name': '尊氏'})),
('足利', Datum({'name': '義詮'})),
('足利', Datum({'name': '義満'})),
('足利', Datum({'name': '義持'})),
('足利', Datum({'name': '義量'})),
('足利', Datum({'name': '義教'})),
('足利', Datum({'name': '義勝'})),
('足利', Datum({'name': '義政'})),
('足利', Datum({'name': '義尚'})),
('足利', Datum({'name': '義稙'})),
('足利', Datum({'name': '義澄'})),
('足利', Datum({'name': '義稙'})),
('足利', Datum({'name': '義晴'})),
('足利', Datum({'name': '義輝'})),
('足利', Datum({'name': '義栄'})),
# (u'足利', Datum({'name': u'義昭'})),
('北条', Datum({'name': '時政'})),
('北条', Datum({'name': '義時'})),
('北条', Datum({'name': '泰時'})),
('北条', Datum({'name': '経時'})),
('北条', Datum({'name': '時頼'})),
('北条', Datum({'name': '長時'})),
('北条', Datum({'name': '政村'})),
('北条', Datum({'name': '時宗'})),
('北条', Datum({'name': '貞時'})),
('北条', Datum({'name': '師時'})),
('北条', Datum({'name': '宗宣'})),
('北条', Datum({'name': '煕時'})),
('北条', Datum({'name': '基時'})),
('北条', Datum({'name': '高時'})),
('北条', Datum({'name': '貞顕'})),
# (u'北条', Datum({'name': u'守時'})),
]
# training data must be shuffled on online learning!
random.shuffle(train_data)
# run train
client.train(train_data)