version: 1.1
kind: operation
matrix:
  kind: random
  numRuns: 15
  params:
    n_neighbors:
      kind: range
      value: "3:50:5"
    leaf_size:
      kind: choice
      value: [5, 10, 20, 30]
    metric:
      kind: pchoice
      value: [[minkowski, 0.8], [euclidean, 0.2]]
    test_size:
      kind: choice
      value: [0.2, 0.3, 0.4]
urlRef: https://raw.githubusercontent.com/polyaxon/polyaxon-examples/master/in_cluster/sklearn/iris/polyaxonfile.yml