英文

速度约会

来自OpenML的 Speed dating dataset

配置和任务

Configuration Task Description
dating Binary classification Will the two date?

使用方法

from datasets import load_dataset

dataset = load_dataset("mstz/speeddating")["train"]

特点

Features Type
is_dater_male int8
dater_age int8
dated_age int8
age_difference int8
dater_race string
dated_race string
are_same_race int8
same_race_importance_for_dater float64
same_religion_importance_for_dater float64
attractiveness_importance_for_dated float64
sincerity_importance_for_dated float64
intelligence_importance_for_dated float64
humor_importance_for_dated float64
ambition_importance_for_dated float64
shared_interests_importance_for_dated float64
attractiveness_score_of_dater_from_dated float64
sincerity_score_of_dater_from_dated float64
intelligence_score_of_dater_from_dated float64
humor_score_of_dater_from_dated float64
ambition_score_of_dater_from_dated float64
shared_interests_score_of_dater_from_dated float64
attractiveness_importance_for_dater float64
sincerity_importance_for_dater float64
intelligence_importance_for_dater float64
humor_importance_for_dater float64
ambition_importance_for_dater float64
shared_interests_importance_for_dater float64
self_reported_attractiveness_of_dater float64
self_reported_sincerity_of_dater float64
self_reported_intelligence_of_dater float64
self_reported_humor_of_dater float64
self_reported_ambition_of_dater float64
reported_attractiveness_of_dated_from_dater float64
reported_sincerity_of_dated_from_dater float64
reported_intelligence_of_dated_from_dater float64
reported_humor_of_dated_from_dater float64
reported_ambition_of_dated_from_dater float64
reported_shared_interests_of_dated_from_dater float64
dater_interest_in_sports float64
dater_interest_in_tvsports float64
dater_interest_in_exercise float64
dater_interest_in_dining float64
dater_interest_in_museums float64
dater_interest_in_art float64
dater_interest_in_hiking float64
dater_interest_in_gaming float64
dater_interest_in_clubbing float64
dater_interest_in_reading float64
dater_interest_in_tv float64
dater_interest_in_theater float64
dater_interest_in_movies float64
dater_interest_in_concerts float64
dater_interest_in_music float64
dater_interest_in_shopping float64
dater_interest_in_yoga float64
interests_correlation float64
expected_satisfaction_of_dater float64
expected_number_of_likes_of_dater_from_20_people int8
expected_number_of_dates_for_dater int8
dater_liked_dated float64
probability_dated_wants_to_date float64
already_met_before int8
dater_wants_to_date int8
dated_wants_to_date int8