denzilc

import json, sys, collections
import base64
from Datum import Datum


class FeatureData :
    def __init__(self, words, prevLabel, position, 
                 wordsDict):
        self.w = words;
        self.pL = prevLabel

denzilc

from pprint import pprint
import numpy as np
from scipy import sparse
from scikits.learn.grid_search import GridSearchCV
from scikits.learn.cross_val import StratifiedKFold
from scikits.learn.metrics import f1_score, classification_report
from scikits.learn import svm
from scikits.learn.linear_model import LogisticRegression
from scikits.learn.linear_model.sparse import LogisticRegression as SparseLogisticRegression