ml
.
combust
.
mleap
.
core
.
clustering
GaussianMixtureModel
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object GaussianMixtureModel
|
package clustering
case class
GaussianMixtureModel
(
gaussians:
Array
[
MultivariateGaussian
]
,
weights:
Array
[
Double
]
)
extends
Model
with
Product
with
Serializable
Linear Supertypes
Serializable
,
Serializable
,
Product
,
Equals
,
Model
,
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,
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GaussianMixtureModel
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Instance Constructors
new
GaussianMixtureModel
(
gaussians:
Array
[
MultivariateGaussian
]
,
weights:
Array
[
Double
]
)
Value Members
final
def
!=
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
##
()
:
Int
Definition Classes
AnyRef → Any
final
def
==
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
def
apply
(
features:
Vector
)
:
Int
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
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Annotations
@throws
(
...
)
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
val
gaussians
:
Array
[
MultivariateGaussian
]
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
def
inputSchema
:
StructType
Definition Classes
GaussianMixtureModel
→
Model
final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
val
numClusters
:
Int
val
numFeatures
:
Int
def
outputSchema
:
StructType
Definition Classes
GaussianMixtureModel
→
Model
def
predict
(
features:
Vector
)
:
Int
def
predictProbability
(
features:
Vector
)
:
Vector
def
predictWithProbability
(
features:
Vector
)
: (
Int
,
Double
)
def
predictionFromProbability
(
probabilities:
Vector
)
:
Int
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
final
def
wait
()
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
,
arg1:
Int
)
:
Unit
Definition Classes
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Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
)
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
val
weights
:
Array
[
Double
]
Inherited from
Serializable
Inherited from
Serializable
Inherited from
Product
Inherited from
Equals
Inherited from
Model
Inherited from
AnyRef
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Any
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