- FeatureScalingOperation - Class in com.emphysic.myriad.core.data.ops
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FeatureScalingOperation - scales features for machine learning by subtracting the mean and dividing by the
standard deviation for each feature (index position).
- FeatureScalingOperation() - Constructor for class com.emphysic.myriad.core.data.ops.FeatureScalingOperation
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Creates a new FeatureScalingOperation.
- FeatureScalingOperation(List<? extends Dataset>) - Constructor for class com.emphysic.myriad.core.data.ops.FeatureScalingOperation
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Creates a new scaler and fits with the provided data.
- FileMessage - Class in com.emphysic.myriad.network.messages
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FileMessage - immutable message with a File payload
- FileMessage(File, String) - Constructor for class com.emphysic.myriad.network.messages.FileMessage
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- FileMessage(File) - Constructor for class com.emphysic.myriad.network.messages.FileMessage
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Creates a new FileMessage
- FileMessage(String) - Constructor for class com.emphysic.myriad.network.messages.FileMessage
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Creates a new FileMessage
- FileSniffer - Class in com.emphysic.myriad.core.data.util
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FileSniffer - reads Datasets from files
- FileSniffer(boolean) - Constructor for class com.emphysic.myriad.core.data.util.FileSniffer
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Instantiate a new sniffer
- FileSniffer() - Constructor for class com.emphysic.myriad.core.data.util.FileSniffer
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Default constructor - exhaustive search is disabled
- findBestModel(int, MLROIFinder[], boolean) - Method in class com.emphysic.myriad.core.ml.CrossValidation
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Evaluates the specified models and returns the most accurate (ratio of true results / total results) model.
- findBestModel(int, MLROIFinder[]) - Method in class com.emphysic.myriad.core.ml.CrossValidation
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Evaluates the specified models and returns the most accurate (ratio of true results / total results) model.
- findMajorityLabel(Map<Integer, Integer>) - Static method in class com.emphysic.myriad.core.ml.CrossValidation
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Finds the majority label in a sample set, i.e.
- findMajorityLabel(CrossValidation.Data) - Static method in class com.emphysic.myriad.core.ml.CrossValidation
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Finds the majority label in a sample set, i.e.
- findMinorityLabel(Map<Integer, Integer>) - Static method in class com.emphysic.myriad.core.ml.CrossValidation
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Finds the minority label in a sample set, i.e.
- findMinorityLabel(CrossValidation.Data) - Static method in class com.emphysic.myriad.core.ml.CrossValidation
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Finds the minority label in a sample set, i.e.
- firstBlur - Variable in class com.emphysic.myriad.core.data.ops.DifferenceOfGaussiansOperation
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First blur operation
- fit(List<? extends Dataset>) - Method in class com.emphysic.myriad.core.data.ops.FeatureScalingOperation
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"Trains" (i.e.
- fromFile(File, Class<? extends ROIFinder>) - Static method in interface com.emphysic.myriad.core.data.roi.ROIFinder
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Loads a Region of Interest finder from disk.