fufufukakaka/machine-case

leaderboard for your machine learning model tuning

machine-case

leaderboard for your machine learning model tuning

Todo

• Setting Table(Basic Style,Link,Dropdown)
• python server setting(flask)
• connect sqlite3
• python manipulation API(Catch learned model, Submission from python)

Database Definition

consufion_matrix

CREATE TABLE "confusion_matrix" ( `id` INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT, `submission_id` INTEGER, `row_class` TEXT, `column_class` TEXT, `value` INTEGER )

leaderboard

CREATE TABLE "leaderboard" ( `id` INTEGER NOT NULL, `main_target` VARCHAR ( 255 ), `sub_target` VARCHAR ( 255 ), `recall` NUMERIC, `f1` NUMERIC, `auc` NUMERIC, `version` INTEGER, `model` TEXT, PRIMARY KEY(`id`) )

model_detail

CREATE TABLE `model_detail` ( `id` INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT UNIQUE, `submission_id` INTEGER, `content` TEXT )