def test_with_larger_values_sc_2(self):
smoother = SimpleGoodTuringSmoother(K, {
1: 16181,
2: 2213,
3: 870,
4: 431,
5: 304,
6: 202
}, 2111251811)
smoother.initialize()
for i in range(0, K + 5):
logger.info("c_{} : {}, \t c*_{} : {}".format(
i, i, i, smoother.smooth(i)))
def test_with_small_values(self):
smoother = SimpleGoodTuringSmoother(K, {
1: 10,
2: 5,
3: 3,
4: 2,
5: 1,
6: 0
}, 100)
smoother.initialize()
for i in range(0, K + 5):
logger.info("c_{} : {}, \t c*_{} : {}".format(
i, i, i, smoother.smooth(i)))
def test_with_larger_values(self):
smoother = SimpleGoodTuringSmoother(K, {
1: 268,
2: 112,
3: 70,
4: 41,
5: 24,
6: 14,
7: 15,
400: 1,
1918: 1
}, 1000)
smoother.initialize()
for i in range(0, K + 5):
logger.info("c_{} : {}, \t c*_{} : {}".format(
i, i, i, smoother.smooth(i)))
def test_with_zero_frequencies_in_between(self):
smoother = SimpleGoodTuringSmoother(K, {
1: 268,
2: 0,
3: 70,
4: 0,
5: 24,
6: 14,
7: 15,
400: 1,
1918: 1
}, 1000)
smoother.initialize()
for i in range(0, K + 5):
logger.info("c_{} : {}, \t c*_{} : {}".format(
i, i, i, smoother.smooth(i)))
def test_with_zero_frequencies_in_between(self):
smoother = SimpleGoodTuringSmoother(K, {1: 268, 2: 0, 3: 70, 4: 0, 5: 24, 6: 14, 7: 15, 400: 1, 1918: 1}, 1000)
smoother.initialize()
for i in range(0, K + 5):
logger.info("c_{} : {}, \t c*_{} : {}".format(i, i, i, smoother.smooth(i)))
def test_with_larger_values_sc_2(self):
smoother = SimpleGoodTuringSmoother(K, {1: 16181, 2: 2213, 3: 870, 4: 431, 5: 304, 6: 202}, 2111251811)
smoother.initialize()
for i in range(0, K + 5):
logger.info("c_{} : {}, \t c*_{} : {}".format(i, i, i, smoother.smooth(i)))
def test_with_larger_values(self):
smoother = SimpleGoodTuringSmoother(K, {1: 268, 2: 112, 3: 70, 4: 41, 5: 24, 6: 14, 7: 15, 400: 1, 1918: 1}, 1000)
smoother.initialize()
for i in range(0, K + 5):
logger.info("c_{} : {}, \t c*_{} : {}".format(i, i, i, smoother.smooth(i)))
def test_with_small_values(self):
smoother = SimpleGoodTuringSmoother(K, {1: 10, 2: 5, 3: 3, 4: 2, 5: 1, 6: 0}, 100)
smoother.initialize()
for i in range(0, K + 5):
logger.info("c_{} : {}, \t c*_{} : {}".format(i, i, i, smoother.smooth(i)))