Predict with the CLI

You can make predictions using the predict subcommand of the CLI. Save the following CSV file with a single row to test.csv:

age,gender,chest_pain,resting_blood_pressure,cholesterol,fasting_blood_sugar_greater_than_120,resting_ecg_result,exercise_max_heart_rate,exercise_induced_angina,exercise_st_depression,exercise_st_slope,fluoroscopy_vessels_colored,thallium_stress_test 63,male,typical angina,145,233,true,probable or definite left ventricular hypertrophy,150,no,2.3,downsloping,0,fixed defect

You can make predictions like so:

$ cat test.csv | tangram predict --model heart_disease.tangram diagnosis Positive

If you prefer to work with files instead of stdin/stdout:

$ tangram predict --model heart_disease.tangram --file test.csv --output output.csv