数据集:
mstz/speeddating
The Speed dating dataset from OpenML.
Configuration | Task | Description |
---|---|---|
dating | Binary classification | Will the two date? |
from datasets import load_dataset dataset = load_dataset("mstz/speeddating")["train"]
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 |