org
.
incal
.
spark_ml
.
models
clustering
package
clustering
Visibility
Public
All
Type Members
case class
BisectingKMeans
(
_id:
Option
[
BSONObjectID
] =
None
,
k:
Int
,
maxIteration:
Option
[
Int
] =
None
,
seed:
Option
[
Long
] =
None
,
minDivisibleClusterSize:
Option
[
Double
] =
None
,
name:
Option
[
String
] =
None
,
createdById:
Option
[
BSONObjectID
] =
None
,
timeCreated:
Date
=
new Date()
)
extends
Clustering
with
Product
with
Serializable
abstract
class
Clustering
extends
AnyRef
case class
GaussianMixture
(
_id:
Option
[
BSONObjectID
] =
None
,
k:
Int
,
maxIteration:
Option
[
Int
] =
None
,
tolerance:
Option
[
Double
] =
None
,
seed:
Option
[
Long
] =
None
,
name:
Option
[
String
] =
None
,
createdById:
Option
[
BSONObjectID
] =
None
,
timeCreated:
Date
=
new Date()
)
extends
Clustering
with
Product
with
Serializable
case class
KMeans
(
_id:
Option
[
BSONObjectID
] =
None
,
k:
Int
,
maxIteration:
Option
[
Int
] =
None
,
tolerance:
Option
[
Double
] =
None
,
seed:
Option
[
Long
] =
None
,
initMode:
Option
[
KMeansInitMode.Value
] =
None
,
initSteps:
Option
[
Int
] =
None
,
name:
Option
[
String
] =
None
,
createdById:
Option
[
BSONObjectID
] =
None
,
timeCreated:
Date
=
new Date()
)
extends
Clustering
with
Product
with
Serializable
case class
LDA
(
_id:
Option
[
BSONObjectID
] =
None
,
k:
Int
,
maxIteration:
Option
[
Int
] =
None
,
seed:
Option
[
Long
] =
None
,
checkpointInterval:
Option
[
Int
] =
None
,
docConcentration:
Option
[
Seq
[
Double
]] =
None
,
topicConcentration:
Option
[
Double
] =
None
,
optimizer:
Option
[
LDAOptimizer.Value
] =
None
,
learningOffset:
Option
[
Double
] =
None
,
learningDecay:
Option
[
Double
] =
None
,
subsamplingRate:
Option
[
Double
] =
None
,
optimizeDocConcentration:
Option
[
Boolean
] =
None
,
keepLastCheckpoint:
Option
[
Boolean
] =
None
,
name:
Option
[
String
] =
None
,
createdById:
Option
[
BSONObjectID
] =
None
,
timeCreated:
Date
=
new Date()
)
extends
Clustering
with
Product
with
Serializable
Value Members
object
KMeansInitMode
extends
Enumeration
object
LDAOptimizer
extends
Enumeration
Ungrouped