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regression.json
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regression.json
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{
"info": {
"name": "Nexosis Regresssion",
"_postman_id": "e6b67075-763a-8dbd-6868-9ce32cd882d5",
"description": "",
"schema": "https://schema.getpostman.com/json/collection/v2.1.0/collection.json"
},
"item": [
{
"name": "Load MPG Data",
"request": {
"method": "PUT",
"header": [
{
"key": "api-key",
"value": "{{api-key}}"
},
{
"key": "Content-Type",
"value": "application/json"
}
],
"body": {
"mode": "raw",
"raw": "{\r\n \"columns\": {\r\n \"MPG\": {\r\n \"datatype\": \"numericMeasure\",\r\n \"role\": \"target\"\r\n },\r\n \"Cylinders\": {\r\n \"datatype\": \"numericMeasure\",\r\n \"role\": \"feature\"\r\n },\r\n \"Displacement\": {\r\n \"datatype\": \"numericMeasure\",\r\n \"role\": \"feature\"\r\n },\r\n \"Horsepower\": {\r\n \"datatype\": \"numericMeasure\",\r\n \"role\": \"feature\"\r\n },\r\n \"Weight\": {\r\n \"datatype\": \"numericMeasure\",\r\n \"role\": \"feature\"\r\n },\r\n \"Acceleration\": {\r\n \"datatype\": \"numericMeasure\",\r\n \"role\": \"feature\"\r\n },\r\n \"ModelYear\": {\r\n \"datatype\": \"string\",\r\n \"role\": \"feature\",\r\n \"imputation\": \"mode\"\r\n },\r\n \"Origin\": {\r\n \"datatype\": \"numeric\",\r\n \"role\": \"feature\",\r\n \"imputation\": \"mode\"\r\n },\r\n \"Name\": {\r\n \"datatype\": \"string\",\r\n \"role\": \"none\"\r\n },\r\n \"Make\": {\r\n \"datatype\": \"string\",\r\n \"role\": \"feature\"\r\n }\r\n },\r\n \"data\": [\r\n {\r\n \"MPG\": 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\"Weight\": 2228,\r\n \"Acceleration\": 14,\r\n \"ModelYear\": 71,\r\n \"Origin\": 3,\r\n \"Name\": \"toyota corona\",\r\n \"Make\": \"toyota\"\r\n },\r\n {\r\n \"MPG\": 25,\r\n \"Cylinders\": 4,\r\n \"Displacement\": 98,\r\n \"Horsepower\": \"\",\r\n \"Weight\": 2046,\r\n \"Acceleration\": 19,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"ford pinto\",\r\n \"Make\": \"ford\"\r\n },\r\n {\r\n \"MPG\": 19,\r\n \"Cylinders\": 6,\r\n \"Displacement\": 232,\r\n \"Horsepower\": 100,\r\n \"Weight\": 2634,\r\n \"Acceleration\": 13,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"amc gremlin\",\r\n \"Make\": \"amc\"\r\n },\r\n {\r\n \"MPG\": 16,\r\n \"Cylinders\": 6,\r\n \"Displacement\": 225,\r\n \"Horsepower\": 105,\r\n \"Weight\": 3439,\r\n \"Acceleration\": 15.5,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"plymouth satellite custom\",\r\n \"Make\": \"plymouth\"\r\n },\r\n {\r\n \"MPG\": 17,\r\n \"Cylinders\": 6,\r\n \"Displacement\": 250,\r\n 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8,\r\n \"Displacement\": 400,\r\n \"Horsepower\": 175,\r\n \"Weight\": 4464,\r\n \"Acceleration\": 11.5,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"pontiac catalina brougham\",\r\n \"Make\": \"pontiac\"\r\n },\r\n {\r\n \"MPG\": 14,\r\n \"Cylinders\": 8,\r\n \"Displacement\": 351,\r\n \"Horsepower\": 153,\r\n \"Weight\": 4154,\r\n \"Acceleration\": 13.5,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"ford galaxie 500\",\r\n \"Make\": \"ford\"\r\n },\r\n {\r\n \"MPG\": 14,\r\n \"Cylinders\": 8,\r\n \"Displacement\": 318,\r\n \"Horsepower\": 150,\r\n \"Weight\": 4096,\r\n \"Acceleration\": 13,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"plymouth fury iii\",\r\n \"Make\": \"plymouth\"\r\n },\r\n {\r\n \"MPG\": 12,\r\n \"Cylinders\": 8,\r\n \"Displacement\": 383,\r\n \"Horsepower\": 180,\r\n \"Weight\": 4955,\r\n \"Acceleration\": 11.5,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"dodge monaco (sw)\",\r\n \"Make\": \"dodge\"\r\n },\r\n {\r\n \"MPG\": 13,\r\n \"Cylinders\": 8,\r\n \"Displacement\": 400,\r\n \"Horsepower\": 170,\r\n \"Weight\": 4746,\r\n \"Acceleration\": 12,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"ford country squire (sw)\",\r\n \"Make\": \"ford\"\r\n },\r\n {\r\n \"MPG\": 13,\r\n \"Cylinders\": 8,\r\n \"Displacement\": 400,\r\n \"Horsepower\": 175,\r\n \"Weight\": 5140,\r\n \"Acceleration\": 12,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"pontiac safari (sw)\",\r\n \"Make\": \"pontiac\"\r\n },\r\n {\r\n \"MPG\": 18,\r\n \"Cylinders\": 6,\r\n \"Displacement\": 258,\r\n \"Horsepower\": 110,\r\n \"Weight\": 2962,\r\n \"Acceleration\": 13.5,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"amc hornet sportabout (sw)\",\r\n \"Make\": \"amc\"\r\n },\r\n {\r\n \"MPG\": 22,\r\n \"Cylinders\": 4,\r\n \"Displacement\": 140,\r\n \"Horsepower\": 72,\r\n \"Weight\": 2408,\r\n \"Acceleration\": 19,\r\n \"ModelYear\": 71,\r\n \"Origin\": 1,\r\n \"Name\": \"chevrolet vega 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