GLM2

Supported HTTP methods and descriptions

GET GLM2

URL

http://<h2oHost>:<h2oApiPort>/GLM2.json

Input parameters

• destination_key, a Key

  Destination key. Since version 1

• source, a Frame

  Source frame. Since version 1

Possible JSON error field returns:

• Argument ‘source’ error: Argument ‘source’ is required, but not specified

• cols, a int[]

  Input columns (Indexes start at 0). Since version 1

• ignored_cols, a int[]

  Ignored columns by name and zero-based index. Since version 1

• ignored_cols_by_name, a int[]

  Ignored columns by name. Since version 1

• response, a Vec

  Column to use as class. Since version 1

Possible JSON error field returns:

• Argument ‘response’ error: Argument ‘response’ is required, but not specified

• classification, a boolean

  Do Classification or regression. Since version 1

• max_iter, a int

  max-iterations. Since version 1

• standardize, a boolean

  If true, data will be standardized on the fly when computing the model.. Since version 1

• n_folds, a int

  validation folds. Since version 1

• family, a Family

  Family.. Since version 1

• tweedie_variance_power, a double

  Tweedie variance power. Since version 1

• alpha, a double[]

  alpha. Since version 1

• lambda, a double[]

  lambda. Since version 1

• beta_epsilon, a double

  beta_eps. Since version 1

Output JSON elements

• response_info, a ResponseInfo

  Response stats and info.. Since version 1

• h2o, a String

  H2O cloud name.. Since version 1

• node, a String

  Node serving the response.. Since version 1

• time, a long

  Request processing time.. Since version 1

• status, a Status

  Response status. Since version 1

• redirect_url, a String

  Redirect name.. Since version 1

• job_key, a Key

  Job key. Since version 1

• description, a String

  Job description. Since version 1

• start_time, a long

  Job start time. Since version 1

• end_time, a long

  Job end time. Since version 1

• exception, a String

  Exception. Since version 1

• state, a JobState

  Job state. Since version 1

• _wgiven, a double[]

  . Since version 1

• _proximalPenalty, a double

  . Since version 1

• _beta, a double[]

  . Since version 1

• _runAllLambdas, a boolean

  . Since version 1

• link, a Link

  . Since version 1

• tweedie_link_power, a double

  Tweedie link power. Since version 1

• lambda_max, a double

  lambda max. Since version 1

HTTP response codes

200 OK Success and error responses are identical.