Many resources are needed to download a project. Please understand that we have to compensate our server costs. Thank you in advance.
Project price only 1 $
You can buy this project and download/modify it how often you want.
www.flow.packs.test-small.dl_flow_examples_seeds_dataset.flow Maven / Gradle / Ivy
{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles [ \"../smalldata/flow_examples/seeds_dataset.txt\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"../smalldata/flow_examples/seeds_dataset.txt\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"../smalldata/flow_examples/seeds_dataset.txt\"]\n destination_frame: \"seeds_dataset.hex\"\n parse_type: \"CSV\"\n separator: 9\n number_columns: 8\n single_quotes: false\n column_types: [\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\"]\n delete_on_done: true\n check_header: -1\n chunk_size: 4194304"
},
{
"type": "cs",
"input": "getFrameSummary \"seeds_dataset.hex\""
},
{
"type": "cs",
"input": "assist splitFrame, \"seeds_dataset.hex\""
},
{
"type": "cs",
"input": "splitFrame \"seeds_dataset.hex\", [0.2], [\"seeds_dataset_test.hex_0.20\",\"seeds_dataset_train.hex_0.80\"], 123456"
},
{
"type": "cs",
"input": "buildModel \"deeplearning\""
},
{
"type": "cs",
"input": "buildModel 'deeplearning', {\"model_id\":\"deeplearning-69712fc1-f938-4b6f-8f4b-2b684b18773a\",\"training_frame\":\"seeds_dataset_train.hex_0.80\",\"validation_frame\":\"seeds_dataset_test.hex_0.20\",\"ignored_columns\":[],\"ignore_const_cols\":true,\"response_column\":\"C8\",\"activation\":\"Rectifier\",\"hidden\":[200,200],\"epochs\":10,\"variable_importances\":false,\"balance_classes\":false,\"max_confusion_matrix_size\":20,\"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_validation_samples\":0,\"score_duty_cycle\":0.1,\"autoencoder\":false,\"overwrite_with_best_model\":true,\"target_ratio_comm_to_comp\":0.02,\"seed\":-5669928443692902000,\"rho\":0.99,\"epsilon\":1e-8,\"max_w2\":\"Infinity\",\"initial_weight_distribution\":\"UniformAdaptive\",\"classification_stop\":0,\"score_validation_sampling\":\"Uniform\",\"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}"
},
{
"type": "cs",
"input": "getModel \"deeplearning-69712fc1-f938-4b6f-8f4b-2b684b18773a\""
},
{
"type": "cs",
"input": "predict model: \"deeplearning-69712fc1-f938-4b6f-8f4b-2b684b18773a\""
},
{
"type": "cs",
"input": "predict model: \"deeplearning-69712fc1-f938-4b6f-8f4b-2b684b18773a\", frame: \"seeds_dataset_test.hex_0.20\", predictions_frame: \"prediction-5311cacc-4a0c-463c-a885-c2582033e273\""
}
]
}
