insights
Get Groupby Statistics
Calculates statistics for a particular categorical groupby column.
Calculates f1, precision, recall, DEP (if applicable), confidence (if applicable), and count, for each group in the groupby column.
Args: project_id run_id split groupby_col: Required query param. The column to calculate statistics on current_user (User, optional): The current user making the HTTP request. Defaults to Depends(authentication_service.current_user). inference_name (bool, default ""): Optional inference name. Required if split is inference groupby_request (ContentRequest, optional): See ContentRequest. Optional filters for the request
Returns: GroupByMetrics
POST
/
projects
/
{project_id}
/
runs
/
{run_id}
/
split
/
{split}
/
insights
/
groupby
Authorizations
Galileo-API-Key
string
headerrequiredPath Parameters
project_id
string
requiredrun_id
string
requiredsplit
enum<string>
requiredAvailable options:
training
, validation
, test
, inference
Query Parameters
groupby_col
string
requiredinference_name
string
default: scope
string | null
default: Body
application/json
task
string | null
filter_params
object
compare_to
enum<string> | null
Available options:
training
, validation
, test
, inference
map_threshold
number
default: 0.5meta_cols
string[] | null
Response
200 - application/json
labels
(string | integer | boolean)[]
recall
number[]
f1
number[]
precision
number[]
confidence
number[]
support
integer[]
data_error_potential
number[]
missed_label
integer[]
span_shift
integer[]
wrong_tag
integer[]
ghost_span
integer[]
total_errors
integer[]
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