Azure Machine Learning Test
Disabled because AzureML costed me 80€ for 1 month :(
I tried out AzureML and have some test endpoints online. I send some data from the client to
them and get a response.
Car price prediction
Parameters:
1. {"symboling":3,"normalized-losses":1,"make":"alfa-romero","fuel-type":"gas","aspiration":"std","num-of-doors":"two","body-style":"convertible","drive-wheels":"rwd","engine-location":"front","wheel-base":88.6,"length":168.8,"width":64.1,"height":48.8,"curb-weight":2548,"engine-type":"dohc","num-of-cylinders":"four","engine-size":130,"fuel-system":"mpfi","bore":3.47,"stroke":2.68,"compression-ratio":9,"horsepower":111,"peak-rpm":5000,"city-mpg":21,"highway-mpg":27}2. {"symboling":2,"normalized-losses":1,"make":"honda","fuel-type":"gas","aspiration":"std","num-of-doors":"two","body-style":"hatchback","drive-wheels":"fwd","engine-location":"front","wheel-base":86.6,"length":144.6,"width":63.9,"height":50.8,"curb-weight":1713,"engine-type":"ohc","num-of-cylinders":"four","engine-size":92,"fuel-system":"1bbl","bore":2.91,"stroke":3.41,"compression-ratio":9.6,"horsepower":58,"peak-rpm":4800,"city-mpg":49,"highway-mpg":54}3. {"symboling":1,"normalized-losses":1,"make":"audi","fuel-type":"gas","aspiration":"std","num-of-doors":"four","body-style":"wagon","drive-wheels":"fwd","engine-location":"front","wheel-base":105.8,"length":192.7,"width":71.4,"height":55.7,"curb-weight":2954,"engine-type":"ohc","num-of-cylinders":"five","engine-size":136,"fuel-system":"mpfi","bore":3.19,"stroke":3.4,"compression-ratio":8.5,"horsepower":110,"peak-rpm":5500,"city-mpg":19,"highway-mpg":25}4. {"symboling":1,"normalized-losses":1,"make":"alfa-romero","fuel-type":"gas","aspiration":"std","num-of-doors":"four","body-style":"hatchback","drive-wheels":"rwd","engine-location":"front","wheel-base":124.5,"length":171.2,"width":65.5,"height":52.4,"curb-weight":2823,"engine-type":"ohcv","num-of-cylinders":"six","engine-size":152,"fuel-system":"mpfi","bore":2.68,"stroke":3.47,"compression-ratio":9,"horsepower":154,"peak-rpm":5000,"city-mpg":19,"highway-mpg":26}5. {"symboling":-1,"normalized-losses":1,"make":"mercedes-benz","fuel-type":"diesel","aspiration":"turbo","num-of-doors":"four","body-style":"sedan","drive-wheels":"rwd","engine-location":"front","wheel-base":110,"length":190.9,"width":70.3,"height":56.5,"curb-weight":3515,"engine-type":"ohc","num-of-cylinders":"five","engine-size":183,"fuel-system":"idi","bore":3.58,"stroke":3.64,"compression-ratio":21.5,"horsepower":123,"peak-rpm":4350,"city-mpg":22,"highway-mpg":25}6. {"symboling":1,"normalized-losses":1,"make":"bmw","fuel-type":"gas","aspiration":"std","num-of-doors":"four","body-style":"sedan","drive-wheels":"rwd","engine-location":"front","wheel-base":103.5,"length":189,"width":66.9,"height":55.7,"curb-weight":3055,"engine-type":"ohc","num-of-cylinders":"six","engine-size":164,"fuel-system":"mpfi","bore":3.31,"stroke":3.19,"compression-ratio":9,"horsepower":121,"peak-rpm":4250,"city-mpg":20,"highway-mpg":25}
Predicted car price:
Null
Bike rental price prediction
Parameters:
{"Inputs":{"data":[{"day":1,"mnth":1,"year":2022,"season":2,"holiday":0,"weekday":1,"workingday":1,"weathersit":2,"temp":0.3,"atemp":0.3,"hum":0.3,"windspeed":0.3}]},"GlobalParameters":1}Predicted bicycle rent:
Null