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BaseClassificationPredictor
- Class in
com.datarobot.prediction
BaseClassificationPredictor(MulticlassPredictor)
- Constructor for class com.datarobot.prediction.
BaseClassificationPredictor
BaseClassificationPredictor(Predictor)
- Constructor for class com.datarobot.prediction.
BaseClassificationPredictor
BasePredictor
- Class in
com.datarobot.prediction
BasePredictor(Predictor)
- Constructor for class com.datarobot.prediction.
BasePredictor
BaseRegressionPredictor
- Class in
com.datarobot.prediction
BaseRegressionPredictor(Predictor)
- Constructor for class com.datarobot.prediction.
BaseRegressionPredictor
BatchExecutorBuilder
- Class in
com.datarobot.prediction.engine
BatchExecutorBuilder(BaseClassificationPredictor)
- Constructor for class com.datarobot.prediction.engine.
BatchExecutorBuilder
BatchExecutorBuilder(BaseRegressionPredictor)
- Constructor for class com.datarobot.prediction.engine.
BatchExecutorBuilder
bufferSize(int)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
build()
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
C
callback(Message)
- Method in interface com.datarobot.prediction.engine.interfaces.
ICallback
Notify client that some piece of work is ready to collect.
CallbackFactory
- Class in
com.datarobot.prediction.engine.callback
Factory that will hide the implementation of the callback.
CallbackFactory()
- Constructor for class com.datarobot.prediction.engine.callback.
CallbackFactory
chunkSize(int)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
classificationScore(Row)
- Method in interface com.datarobot.prediction.
MulticlassPredictor
Returns a map of class labels to probability for the given row.
com.datarobot.prediction
- package com.datarobot.prediction
com.datarobot.prediction.engine
- package com.datarobot.prediction.engine
com.datarobot.prediction.engine.callback
- package com.datarobot.prediction.engine.callback
com.datarobot.prediction.engine.interfaces
- package com.datarobot.prediction.engine.interfaces
com.datarobot.prediction.io
- package com.datarobot.prediction.io
compareTo(Message)
- Method in class com.datarobot.prediction.engine.interfaces.
Message
D
d
- Variable in class com.datarobot.prediction.
Row
doubleNanLabels(String...)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
E
execute(Iterator<List<Map.Entry<String, ?>>>, ICallback)
- Method in interface com.datarobot.prediction.engine.interfaces.
IBatchExecutor
Execute iterator over large amount of rows.
extractFeatureValues(Map<String, ?>)
- Method in class com.datarobot.prediction.
BasePredictor
F
failFast(boolean)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
featureMapping(Map<String, String>)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
features
- Variable in class com.datarobot.prediction.
BasePredictor
G
get_double_predictors()
- Method in interface com.datarobot.prediction.
Predictor
Get the names of the columns in order they should be set in @see Row.d
get_string_predictors()
- Method in interface com.datarobot.prediction.
Predictor
Get the names of the columns in order they should be set in @see Row.d
getChunkIndex()
- Method in class com.datarobot.prediction.engine.interfaces.
Message
getContent()
- Method in class com.datarobot.prediction.engine.interfaces.
Message
getCsvReader(Reader, char)
- Method in class com.datarobot.prediction.io.
ReaderFactory
getErrorMessages()
- Method in class com.datarobot.prediction.engine.interfaces.
Message
getFeatures()
- Method in class com.datarobot.prediction.
BaseClassificationPredictor
Returns an ordered map of the model's features and their types.
getFeatures()
- Method in class com.datarobot.prediction.
BaseRegressionPredictor
Returns an ordered map of the model's features and their types.
getModel(String)
- Static method in class com.datarobot.prediction.
BasePredictor
getPredictor(String)
- Static method in class com.datarobot.prediction.
BaseClassificationPredictor
Returns an instance of the loaded BaseClassificationPredictor by model ID.
getPredictor(String)
- Static method in class com.datarobot.prediction.
BaseRegressionPredictor
Returns an instance of the loaded BaseRegressionPredictor by model ID.
getSchema()
- Method in interface com.datarobot.prediction.io.
IReader
See what is the schema of the parsed csv header to column index.
getScorer()
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
getStreamCallback(OutputStream, char, Charset)
- Method in class com.datarobot.prediction.engine.callback.
CallbackFactory
I
IBatchExecutor
- Interface in
com.datarobot.prediction.engine.interfaces
Interface that will be used to process large collections of inputs as batch processing job.
ICallback
- Interface in
com.datarobot.prediction.engine.interfaces
Callback interface that will be used to notify client with processing results.
IReader
- Interface in
com.datarobot.prediction.io
Interface to parse csv s lazily.
isLast()
- Method in class com.datarobot.prediction.engine.interfaces.
Message
L
logger(Logger)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
M
Message
- Class in
com.datarobot.prediction.engine.interfaces
Class that will be used to initialize request for processing and class where to put results of processing.
Message(List<List<Map.Entry<String, ?>>>, int, boolean)
- Constructor for class com.datarobot.prediction.engine.interfaces.
Message
Message(List<List<Map.Entry<String, ?>>>, int, boolean, List<String>)
- Constructor for class com.datarobot.prediction.engine.interfaces.
Message
Constructor that creates message instance.
MulticlassPredictor
- Interface in
com.datarobot.prediction
An interface for Classification Codegen models.
N
numDoubles
- Variable in class com.datarobot.prediction.
BasePredictor
numStrings
- Variable in class com.datarobot.prediction.
BasePredictor
O
outputPredictionsOnly(boolean)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
P
predictor
- Variable in class com.datarobot.prediction.
BasePredictor
Predictor
- Interface in
com.datarobot.prediction
predName(String)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
preserveOrdering(boolean)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
R
ReaderFactory
- Class in
com.datarobot.prediction.io
ReaderFactory()
- Constructor for class com.datarobot.prediction.io.
ReaderFactory
Row
- Class in
com.datarobot.prediction
Row()
- Constructor for class com.datarobot.prediction.
Row
S
s
- Variable in class com.datarobot.prediction.
Row
score(Row)
- Method in interface com.datarobot.prediction.
Predictor
Predicts a single row.
score(Iterable<? extends Object>)
- Method in class com.datarobot.prediction.
BaseClassificationPredictor
Predicts a single row.
score(Iterable<? extends Object>)
- Method in class com.datarobot.prediction.
BaseRegressionPredictor
Predicts a single row
score(Map<String, ? extends Object>)
- Method in class com.datarobot.prediction.
BaseClassificationPredictor
Predicts a single row.
score(Map<String, ? extends Object>)
- Method in class com.datarobot.prediction.
BaseRegressionPredictor
Predicts a single row.
T
threadsCount(int)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
timeout(long)
- Method in class com.datarobot.prediction.engine.
BatchExecutorBuilder
toString()
- Method in class com.datarobot.prediction.engine.interfaces.
Message
B
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