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the big format

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This commit is contained in:
Joshua Burman
2022-02-10 20:29:50 -05:00
parent 19a37ab33a
commit deb6b9014e
25 changed files with 682 additions and 466 deletions
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42
app/lib/irt/item_information_function.py
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@ -3,22 +3,28 @@ import logging
from lib.irt.models.three_parameter_logistic import ThreeParameterLogistic
from lib.errors.item_generation_error import ItemGenerationError
class ItemInformationFunction():
def __init__(self, irt_model):
self.model_data = irt_model
# determines the amount of information for a given question at a given theta (ability level)
# further detailed on page 161, equation 4 here:
# https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5978482/pdf/10.1177_0146621615613308.pdf
def calculate(self, **kwargs):
try:
if self.model_data.model == '3PL':
p = ThreeParameterLogistic(self.model_data, kwargs).result()
q = 1 - p
return (self.model_data.a_param * q * (p - self.model_data.c_param)**2) / (p * ((1 - self.model_data.c_param)**2))
else:
# potentially error out
raise ItemGenerationError("irt model not supported or provided")
except ZeroDivisionError as error:
logging.error(error)
raise ItemGenerationError("params not well formatted", error.args[0])
class ItemInformationFunction():
def __init__(self, irt_model):
self.model_data = irt_model
# determines the amount of information for a given question at a given theta (ability level)
# further detailed on page 161, equation 4 here:
# https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5978482/pdf/10.1177_0146621615613308.pdf
def calculate(self, **kwargs):
try:
if self.model_data.model == '3PL':
p = ThreeParameterLogistic(self.model_data, kwargs).result()
q = 1 - p
return (self.model_data.a_param * q *
(p - self.model_data.c_param)**2) / (p * (
(1 - self.model_data.c_param)**2))
else:
# potentially error out
raise ItemGenerationError(
"irt model not supported or provided")
except ZeroDivisionError as error:
logging.error(error)
raise ItemGenerationError("params not well formatted",
error.args[0])