imbalanced
Note
ID: catalog.cards.clinc_oos.imbalanced | Type: TaskCard
{
"loader": {
"name": "imbalanced",
"path": "clinc_oos",
"type": "load_hf"
},
"preprocess_steps": [
{
"field_to_field": {
"intent": "label"
},
"type": "rename_fields"
},
{
"mappers": {
"label": {
"0": "restaurant_reviews",
"1": "nutrition_info",
"10": "smart_home",
"100": "rollover_401k",
"101": "pto_request_status",
"102": "how_busy",
"103": "application_status",
"104": "recipe",
"105": "calendar_update",
"106": "play_music",
"107": "yes",
"108": "direct_deposit",
"109": "credit_limit_change",
"11": "user_name",
"110": "gas",
"111": "pay_bill",
"112": "ingredients_list",
"113": "lost_luggage",
"114": "goodbye",
"115": "what_can_i_ask_you",
"116": "book_hotel",
"117": "are_you_a_bot",
"118": "next_song",
"119": "change_speed",
"12": "report_lost_card",
"120": "plug_type",
"121": "maybe",
"122": "w2",
"123": "oil_change_when",
"124": "thank_you",
"125": "shopping_list_update",
"126": "pto_balance",
"127": "order_checks",
"128": "travel_alert",
"129": "fun_fact",
"13": "repeat",
"130": "sync_device",
"131": "schedule_maintenance",
"132": "apr",
"133": "transfer",
"134": "ingredient_substitution",
"135": "calories",
"136": "current_location",
"137": "international_fees",
"138": "calculator",
"139": "definition",
"14": "whisper_mode",
"140": "next_holiday",
"141": "update_playlist",
"142": "mpg",
"143": "min_payment",
"144": "change_user_name",
"145": "restaurant_suggestion",
"146": "travel_notification",
"147": "cancel",
"148": "pto_used",
"149": "travel_suggestion",
"15": "what_are_your_hobbies",
"150": "change_volume",
"16": "order",
"17": "jump_start",
"18": "schedule_meeting",
"19": "meeting_schedule",
"2": "account_blocked",
"20": "freeze_account",
"21": "what_song",
"22": "meaning_of_life",
"23": "restaurant_reservation",
"24": "traffic",
"25": "make_call",
"26": "text",
"27": "bill_balance",
"28": "improve_credit_score",
"29": "change_language",
"3": "oil_change_how",
"30": "no",
"31": "measurement_conversion",
"32": "timer",
"33": "flip_coin",
"34": "do_you_have_pets",
"35": "balance",
"36": "tell_joke",
"37": "last_maintenance",
"38": "exchange_rate",
"39": "uber",
"4": "time",
"40": "car_rental",
"41": "credit_limit",
"42": "oos",
"43": "shopping_list",
"44": "expiration_date",
"45": "routing",
"46": "meal_suggestion",
"47": "tire_change",
"48": "todo_list",
"49": "card_declined",
"5": "weather",
"50": "rewards_balance",
"51": "change_accent",
"52": "vaccines",
"53": "reminder_update",
"54": "food_last",
"55": "change_ai_name",
"56": "bill_due",
"57": "who_do_you_work_for",
"58": "share_location",
"59": "international_visa",
"6": "redeem_rewards",
"60": "calendar",
"61": "translate",
"62": "carry_on",
"63": "book_flight",
"64": "insurance_change",
"65": "todo_list_update",
"66": "timezone",
"67": "cancel_reservation",
"68": "transactions",
"69": "credit_score",
"7": "interest_rate",
"70": "report_fraud",
"71": "spending_history",
"72": "directions",
"73": "spelling",
"74": "insurance",
"75": "what_is_your_name",
"76": "reminder",
"77": "where_are_you_from",
"78": "distance",
"79": "payday",
"8": "gas_type",
"80": "flight_status",
"81": "find_phone",
"82": "greeting",
"83": "alarm",
"84": "order_status",
"85": "confirm_reservation",
"86": "cook_time",
"87": "damaged_card",
"88": "reset_settings",
"89": "pin_change",
"9": "accept_reservations",
"90": "replacement_card_duration",
"91": "new_card",
"92": "roll_dice",
"93": "income",
"94": "taxes",
"95": "date",
"96": "who_made_you",
"97": "pto_request",
"98": "tire_pressure",
"99": "how_old_are_you"
}
},
"type": "map_instance_values"
},
{
"fields": {
"classes": [
"restaurant_reviews",
"nutrition_info",
"account_blocked",
"oil_change_how",
"time",
"weather",
"redeem_rewards",
"interest_rate",
"gas_type",
"accept_reservations",
"smart_home",
"user_name",
"report_lost_card",
"repeat",
"whisper_mode",
"what_are_your_hobbies",
"order",
"jump_start",
"schedule_meeting",
"meeting_schedule",
"freeze_account",
"what_song",
"meaning_of_life",
"restaurant_reservation",
"traffic",
"make_call",
"text",
"bill_balance",
"improve_credit_score",
"change_language",
"no",
"measurement_conversion",
"timer",
"flip_coin",
"do_you_have_pets",
"balance",
"tell_joke",
"last_maintenance",
"exchange_rate",
"uber",
"car_rental",
"credit_limit",
"oos",
"shopping_list",
"expiration_date",
"routing",
"meal_suggestion",
"tire_change",
"todo_list",
"card_declined",
"rewards_balance",
"change_accent",
"vaccines",
"reminder_update",
"food_last",
"change_ai_name",
"bill_due",
"who_do_you_work_for",
"share_location",
"international_visa",
"calendar",
"translate",
"carry_on",
"book_flight",
"insurance_change",
"todo_list_update",
"timezone",
"cancel_reservation",
"transactions",
"credit_score",
"report_fraud",
"spending_history",
"directions",
"spelling",
"insurance",
"what_is_your_name",
"reminder",
"where_are_you_from",
"distance",
"payday",
"flight_status",
"find_phone",
"greeting",
"alarm",
"order_status",
"confirm_reservation",
"cook_time",
"damaged_card",
"reset_settings",
"pin_change",
"replacement_card_duration",
"new_card",
"roll_dice",
"income",
"taxes",
"date",
"who_made_you",
"pto_request",
"tire_pressure",
"how_old_are_you",
"rollover_401k",
"pto_request_status",
"how_busy",
"application_status",
"recipe",
"calendar_update",
"play_music",
"yes",
"direct_deposit",
"credit_limit_change",
"gas",
"pay_bill",
"ingredients_list",
"lost_luggage",
"goodbye",
"what_can_i_ask_you",
"book_hotel",
"are_you_a_bot",
"next_song",
"change_speed",
"plug_type",
"maybe",
"w2",
"oil_change_when",
"thank_you",
"shopping_list_update",
"pto_balance",
"order_checks",
"travel_alert",
"fun_fact",
"sync_device",
"schedule_maintenance",
"apr",
"transfer",
"ingredient_substitution",
"calories",
"current_location",
"international_fees",
"calculator",
"definition",
"next_holiday",
"update_playlist",
"mpg",
"min_payment",
"change_user_name",
"restaurant_suggestion",
"travel_notification",
"cancel",
"pto_used",
"travel_suggestion",
"change_volume"
],
"text_type": "sentence",
"type_of_class": "intent"
},
"type": "add_fields"
}
],
"task": "tasks.classification.multi_class",
"templates": "templates.classification.multi_class.all",
"type": "task_card"
}