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数据集:
mstz/speeddating
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 |