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www.flow.packs.test-small.cancel_dl_model_job.flow Maven / Gradle / Ivy
{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles"
},
{
"type": "cs",
"input": "importFiles [ \"hdfs://mr-0x6.0xdata.loc/datasets/bestbuy_train.csv\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"hdfs://mr-0x6.0xdata.loc/datasets/bestbuy_train.csv\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"hdfs://mr-0x6.0xdata.loc/datasets/bestbuy_train.csv\"]\n destination_frame: \"bestbuy_train.hex\"\n parse_type: \"CSV\"\n separator: 44\n number_columns: 6\n single_quotes: false\n column_names: [\"user\",\"sku\",\"category\",\"query\",\"click_time\",\"query_time\"]\n column_types: [\"Enum\",\"Numeric\",\"Enum\",\"Enum\",\"Time\",\"Time\"]\n delete_on_done: true\n check_header: 1\n chunk_size: 262144"
},
{
"type": "cs",
"input": "getFrameSummary \"bestbuy_train.hex\""
},
{
"type": "cs",
"input": "assist buildModel, null, training_frame: \"bestbuy_train.hex\""
},
{
"type": "cs",
"input": "buildModel 'deeplearning', {\"model_id\":\"deeplearning-1fe36e9c-e76e-4392-a3c6-9c46beca871f\",\"training_frame\":\"bestbuy_train.hex\",\"ignore_const_cols\":true,\"response_column\":\"query_time\",\"activation\":\"Rectifier\",\"hidden\":[5,5],\"epochs\":\"1\",\"variable_importances\":false,\"checkpoint\":\"\",\"use_all_factor_levels\":true,\"train_samples_per_iteration\":-2,\"adaptive_rate\":true,\"input_dropout_ratio\":0,\"l1\":0,\"l2\":0,\"loss\":\"Automatic\",\"score_interval\":5,\"score_training_samples\":10000,\"score_duty_cycle\":0.1,\"replicate_training_data\":true,\"autoencoder\":false,\"overwrite_with_best_model\":true,\"target_ratio_comm_to_comp\":0.02,\"seed\":-3407071709880539000,\"rho\":0.99,\"epsilon\":1e-8,\"max_w2\":\"Infinity\",\"initial_weight_distribution\":\"UniformAdaptive\",\"regression_stop\":0.000001,\"diagnostics\":true,\"fast_mode\":true,\"force_load_balance\":true,\"single_node_mode\":false,\"shuffle_training_data\":false,\"missing_values_handling\":\"MeanImputation\",\"quiet_mode\":false,\"sparse\":false,\"col_major\":false,\"average_activation\":0,\"sparsity_beta\":0,\"max_categorical_features\":2147483647,\"reproducible\":false,\"export_weights_and_biases\":false}"
}
]
}
