diff options
Diffstat (limited to 'examples/src/main/python/mllib/gaussian_mixture_model.py')
| -rw-r--r-- | examples/src/main/python/mllib/gaussian_mixture_model.py | 4 |
1 files changed, 4 insertions, 0 deletions
diff --git a/examples/src/main/python/mllib/gaussian_mixture_model.py b/examples/src/main/python/mllib/gaussian_mixture_model.py index 2cb8010cdc..69e836fc1d 100644 --- a/examples/src/main/python/mllib/gaussian_mixture_model.py +++ b/examples/src/main/python/mllib/gaussian_mixture_model.py @@ -62,5 +62,9 @@ if __name__ == "__main__": for i in range(args.k): print(("weight = ", model.weights[i], "mu = ", model.gaussians[i].mu, "sigma = ", model.gaussians[i].sigma.toArray())) + print("\n") + print(("The membership value of each vector to all mixture components (first 100): ", + model.predictSoft(data).take(100))) + print("\n") print(("Cluster labels (first 100): ", model.predict(data).take(100))) sc.stop() |