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Diffstat (limited to 'python/pyspark/ml/feature.py')
| -rw-r--r-- | python/pyspark/ml/feature.py | 15 |
1 files changed, 8 insertions, 7 deletions
diff --git a/python/pyspark/ml/feature.py b/python/pyspark/ml/feature.py index 610d167f3a..1b059a7199 100644 --- a/python/pyspark/ml/feature.py +++ b/python/pyspark/ml/feature.py @@ -2186,13 +2186,14 @@ class Word2Vec(JavaEstimator, HasStepSize, HasMaxIter, HasSeed, HasInputCol, Has | c|[-0.3794820010662...| +----+--------------------+ ... - >>> model.findSynonyms("a", 2).show() - +----+-------------------+ - |word| similarity| - +----+-------------------+ - | b| 0.2505344027513247| - | c|-0.6980510075367647| - +----+-------------------+ + >>> from pyspark.sql.functions import format_number as fmt + >>> model.findSynonyms("a", 2).select("word", fmt("similarity", 5).alias("similarity")).show() + +----+----------+ + |word|similarity| + +----+----------+ + | b| 0.25053| + | c| -0.69805| + +----+----------+ ... >>> model.transform(doc).head().model DenseVector([0.5524, -0.4995, -0.3599, 0.0241, 0.3461]) |