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| − | == Predict sales using Meteos ==
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| − | In this example, user create a prediction model which predict sales by using Logistic Regression.
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| − | Logistic Regression is one of the algorithms in supervised learning.
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| − | ''Supervised learning is the machine learning task of inferring a function from labeled training data."
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| − | "The training data consist of a set of training examples."
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| − | "In supervised learning, each example is a pair consisting of an input object (typically a vector) and"
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| − | "a desired output value (also called the supervisory signal)."
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| − | From Wikipedia https://en.wikipedia.org/wiki/Supervised_learning''
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| − | === 1. Create Template of Experiment ===
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| − | Create Template of Experiment.
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| − | Experiment is a workspace of Machine Learning.
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| − |
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| − | '''$ cat json/create_template.json'''
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| − | {
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| − | "display_name": "example-template",
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| − | "display_description": "This is a sample template of experiment",
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| − | "image_id" : "c48f5dba-45be-4165-9825-f4564fecebcd",
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| − | "master_nodes_num": 1,
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| − | "worker_nodes_num": 2,
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| − | "spark_version": "1.6"
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| − | }
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| − | '''$ meteos template-create --json json/create_template.json'''
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| − |
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| − | +-------------+-----------------------------------------+
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| − | | Property | Value |
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| − | +-------------+-----------------------------------------+
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| − | | cluster_id | 0984a3e7-cd8b-4b7e-b4f0-f58dc4fc6c28 |
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| − | | created_at | 2016-10-20T02:10:13.483231 |
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| − | | description | This is a sample template of experiment |
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| − | | id | 26cbc33b-179e-4d22-8b1b-23c9a305f196 |
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| − | | image_id | c48f5dba-45be-4165-9825-f4564fecebcd |
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| − | | name | example-template |
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| − | | project_id | 5f011d076a6f4a328989c57ac7b4e501 |
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| − | | status | available |
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| − | +-------------+-----------------------------------------+
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| − |
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| − | === 2. Create Experiment from Template ===
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| − |
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| − | '''$ cat json/create_experiment.json'''
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| − | {
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| − | "display_name": "example-experiment",
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| − | "display_description": "This is a sample experiment",
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| − | "key_name": "key1",
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| − | "net_id": "bc85cb2a-53ad-4375-801e-ed507d416e09",
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| − | "template_id": "26cbc33b-179e-4d22-8b1b-23c9a305f196"
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| − | }
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| − |
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| − | '''$ meteos experiment-create --json json/create_experiment.json'''
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| − |
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| − | +-------------+--------------------------------------+
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| − | | Property | Value |
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| − | +-------------+--------------------------------------+
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| − | | created_at | 2016-10-20T02:11:51.778930 |
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| − | | description | This is a sample experiment |
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| − | | id | 0550a7db-b148-4319-bb35-16a9e4500d4a |
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| − | | name | example-experiment |
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| − | | project_id | 5f011d076a6f4a328989c57ac7b4e501 |
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| − | | status | available |
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| − | +-------------+--------------------------------------+
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