def __init__(self, name):
self.name = name
self.Pdesc_Qtext = A.Compare2SingleVectors(p_featurename="p_descvec",
cosine_sim_fraction=0.6,
name="")
self.Ptitle_Qtext = A.Compare2SingleVectors(p_featurename="p_titlevec",
cosine_sim_fraction=0.6,
name="")
def __init__(self, name):
self.name = name
self.Pcategories_Qtext = A.CompareListToVector(
p_featurename="p_mdcategories", cosine_sim_fraction=0.6, name="")
self.Pkeywords_Qtext = A.CompareListToVector(
p_featurename="p_kwsVectors", cosine_sim_fraction=0.6, name="")
self.Pkeywords_Qkeywords = A.Compare2Lists(
p_featurename="p_kwsVectors", cosine_sim_fraction=0.6, name="")
self.Pcategories_Qkeywords = A.Compare2Lists(
p_featurename="p_mdcategories", cosine_sim_fraction=0.6, name="")
def __init__(self, name):
self.name = name
self.Pdesc_Qtext = A.Compare2SingleVectors(p_featurename="p_descvec",
cosine_sim_fraction=0.8,
name="")
self.Ptitle_Qtext = A.Compare2SingleVectors(p_featurename="p_titlevec",
cosine_sim_fraction=0.9,
name="")
self.Pcategories_Qtext = A.CompareListToVector(
p_featurename="p_mdcategories", cosine_sim_fraction=0.5, name="")
self.Pkeywords_Qtext = A.CompareListToVector(
p_featurename="p_kwsVectors", cosine_sim_fraction=0.5, name="")
def init_actions_compare_PkeywordsQkeywords():
cosine_sim_thresholds = [0.5, 0.60, 0.70, 0.80, 0.90]
actions = []
for sim_threshold in cosine_sim_thresholds:
actions.append(
A.Compare2Lists(p_featurename="p_kwsVectors",
cosine_sim_fraction=sim_threshold,
name="P_kwsVectors_Q_kwsVectors_" +
str(sim_threshold)))
return actions
def init_actions_compare_PcategoriesQtext():
cosine_sim_thresholds = [0.5, 0.60, 0.70, 0.80, 0.90]
actions = []
for sim_threshold in cosine_sim_thresholds:
actions.append(
A.CompareListToVector(p_featurename="p_mdcategories",
cosine_sim_fraction=sim_threshold,
name="P_mdcategories_Q_questionVec_" +
str(sim_threshold)))
return actions
def init_actions_compare_PtitleQtext():
cosine_sim_thresholds = [
0.5, 0.55, 0.60, 0.65, 0.70, 0.75, 0.80, 0.85, 0.90, 0.95
]
actions = []
for sim_threshold in cosine_sim_thresholds:
actions.append(
A.Compare2SingleVectors(p_featurename="p_titlevec",
cosine_sim_fraction=sim_threshold,
name="P_titlevec_Q_questionVec_" +
str(sim_threshold)))
return actions