from os import path
import sys
+__all__ = ['liblinear', 'feature_node', 'gen_feature_nodearray', 'problem',
+ 'parameter', 'model', 'toPyModel', 'L2R_LR', 'L2R_L2LOSS_SVC_DUAL',
+ 'L2R_L2LOSS_SVC', 'L2R_L1LOSS_SVC_DUAL', 'MCSVM_CS',
+ 'L1R_L2LOSS_SVC', 'L1R_LR', 'L2R_LR_DUAL', 'L2R_L2LOSS_SVR',
+ 'L2R_L2LOSS_SVR_DUAL', 'L2R_L1LOSS_SVR_DUAL', 'print_null']
+
try:
dirname = path.dirname(path.abspath(__file__))
if sys.platform == 'win32':
else:
raise Exception('LIBLINEAR library not found.')
-# Construct constants
-SOLVER_TYPE = ['L2R_LR', 'L2R_L2LOSS_SVC_DUAL', 'L2R_L2LOSS_SVC', 'L2R_L1LOSS_SVC_DUAL',\
- 'MCSVM_CS', 'L1R_L2LOSS_SVC', 'L1R_LR', 'L2R_LR_DUAL', \
- None, None, None, \
- 'L2R_L2LOSS_SVR', 'L2R_L2LOSS_SVR_DUAL', 'L2R_L1LOSS_SVR_DUAL']
-for i, s in enumerate(SOLVER_TYPE):
- if s is not None: exec("%s = %d" % (s , i))
+L2R_LR = 0
+L2R_L2LOSS_SVC_DUAL = 1
+L2R_L2LOSS_SVC = 2
+L2R_L1LOSS_SVC_DUAL = 3
+MCSVM_CS = 4
+L1R_L2LOSS_SVC = 5
+L1R_LR = 6
+L2R_LR_DUAL = 7
+L2R_L2LOSS_SVR = 11
+L2R_L2LOSS_SVR_DUAL = 12
+L2R_L1LOSS_SVR_DUAL = 13
PRINT_STRING_FUN = CFUNCTYPE(None, c_char_p)
def print_null(s):
import os, sys
sys.path = [os.path.dirname(os.path.abspath(__file__))] + sys.path
from liblinear import *
+from ctypes import c_double
+
+__all__ = ['svm_read_problem', 'load_model', 'save_model', 'evaluations',
+ 'train', 'predict']
+
def svm_read_problem(data_file_name):
"""