www.flow.packs.test-small.glm_gbm_test.flow Maven / Gradle / Ivy
The newest version!
{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles [ \"../smalldata/gbm_test/50_cattest_test.csv\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"../smalldata/gbm_test/50_cattest_test.csv\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"../smalldata/gbm_test/50_cattest_test.csv\"]\n destination_frame: \"X50_cattest_test1.hex\"\n parse_type: \"CSV\"\n separator: 44\n number_columns: 3\n single_quotes: false\n column_names: [\"x1\",\"x2\",\"y\"]\n column_types: [\"Enum\",\"Numeric\",\"Numeric\"]\n delete_on_done: true\n check_header: 1\n chunk_size: 4194304"
},
{
"type": "cs",
"input": "importFiles [ \"../smalldata/gbm_test/50_cattest_train.csv\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"../smalldata/gbm_test/50_cattest_train.csv\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"../smalldata/gbm_test/50_cattest_train.csv\"]\n destination_frame: \"X50_cattest_train1.hex\"\n parse_type: \"CSV\"\n separator: 44\n number_columns: 3\n single_quotes: false\n column_names: [\"x1\",\"x2\",\"y\"]\n column_types: [\"Enum\",\"Numeric\",\"Numeric\"]\n delete_on_done: true\n check_header: 1\n chunk_size: 4194304"
},
{
"type": "cs",
"input": "getFrameSummary \"X50_cattest_train1.hex\""
},
{
"type": "cs",
"input": "buildModel 'glm', {\"model_id\":\"glm-630dbf90-c30d-4857-93c8-f09ea8c33bae\",\"training_frame\":\"X50_cattest_train1.hex\",\"validation_frame\":\"X50_cattest_test1.hex\",\"ignored_columns\":[],\"ignore_const_cols\":true,\"response_column\":\"x1\",\"family\":\"gaussian\",\"solver\":\"IRLSM\",\"alpha\":[0.3],\"lambda\":[0.002],\"lambda_search\":false,\"standardize\":false,\"non_negative\":false,\"score_each_iteration\":false,\"max_iterations\":-1,\"link\":\"family_default\",\"max_confusion_matrix_size\":20,\"intercept\":true,\"objective_epsilon\":0.00001,\"beta_epsilon\":0.0001,\"gradient_epsilon\":0.0001,\"prior\":-1,\"max_active_predictors\":-1}"
},
{
"type": "cs",
"input": "getModel \"glm-630dbf90-c30d-4857-93c8-f09ea8c33bae\""
},
{
"type": "cs",
"input": "predict model: \"glm-630dbf90-c30d-4857-93c8-f09ea8c33bae\""
},
{
"type": "cs",
"input": "predict model: \"glm-630dbf90-c30d-4857-93c8-f09ea8c33bae\", frame: \"X50_cattest_test1.hex\", predictions_frame: \"prediction-059bafd1-f6de-4ca5-97d7-b46e69c5178d\""
}
]
}