public class SvmhmmLoadModelConnector extends LibsvmDataFormatLoadModelConnector
Modifier and Type | Field and Description |
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protected int |
currSeqId |
protected int |
lastId |
protected static String |
TAB |
featureExtractors, featureMapping, featureMode, integer2OutcomeMapping, learningMode, OUTCOME_PLACEHOLDER, tcModelLocation
logger, outputDirectory, PARAM_OUTPUT_DIRECTORY
PARAM_APPLY_WEIGHTING, PARAM_BIPARTITION_THRESHOLD, PARAM_DATA_WRITER_CLASS, PARAM_ENFORCE_MATCHING_FEATURES, PARAM_FEATURE_EXTRACTORS, PARAM_FEATURE_FILTERS, PARAM_FEATURE_MODE, PARAM_IS_TESTING, PARAM_LEARNING_MODE, PARAM_OUTCOMES, PARAM_REQUIRED_TYPES, PARAM_USE_SPARSE_FEATURES
TCVERSION
BASELINE_MAJORITIY_ID_OUTCOME_KEY, BASELINE_RANDOM_ID_OUTCOME_KEY, CLASS_ATTRIBUTE_NAME, CLASS_ATTRIBUTE_PREFIX, CM_ACTUAL, CM_PREDICTED, CONFIGURATION_DKPRO_LAB, CONFUSIONMATRIX_KEY, DIM_APPLY_FEATURE_SELECTION, DIM_APPLY_INSTANCE_WEIGHTING, DIM_ATTRIBUTE_EVALUATOR_ARGS, DIM_BIPARTITION_THRESHOLD, DIM_CLASSIFICATION_ARGS, DIM_CROSS_VALIDATION_MANUAL_FOLDS, DIM_DATA_WRITER, DIM_DEVELOPER_MODE, DIM_ENFORCE_MATCHING_FEATURES_DURING_TESTING, DIM_FEATURE_FILTERS, DIM_FEATURE_MODE, DIM_FEATURE_SEARCHER_ARGS, DIM_FEATURE_SET, DIM_FEATURE_USE_SPARSE, DIM_FILES_ROOT, DIM_FILES_TRAINING, DIM_FILES_VALIDATION, DIM_LABEL_TRANSFORMATION_METHOD, DIM_LEARNING_MODE, DIM_MLA_CONFIGURATIONS, DIM_NUM_LABELS_TO_KEEP, DIM_NUM_TRAINING_FOLDS, DIM_READER_TEST, DIM_READER_TRAIN, DIM_READERS, DIM_RECORD_CONTEXT, DIM_SKIP_SANITY_CHECKS, EMPTY_PREDICTION, EVAL_FILE_NAME, EVAL_FILE_NAME_PER_FOLD, FILE_COMBINED_BASELINE_MAJORITY_OUTCOME_KEY, FILE_COMBINED_BASELINE_RANDOM_OUTCOME_KEY, FILE_COMBINED_ID_OUTCOME_KEY, FILE_CONFIGURATION_MAPPING, FILE_CONFUSION_MATRIX, FILE_SCORE_PER_CATEGORY, FILENAME_DATA_IN_CLASSIFIER_FORMAT, FILENAME_DOCUMENT_META_DATA_LOG, FILENAME_FEATURES, FILENAME_FEATURES_DESCRIPTION, FILENAME_OUTCOMES, FILENAME_PREDICTIONS, FM_DOCUMENT, FM_PAIR, FM_SEQUENCE, FM_UNIT, GENERIC_FEATURE_FILE, ID_CONTEXT_KEY, ID_DETAILED_OUTCOME_KEY, ID_FEATURE_NAME, ID_OUTCOME_KEY, INITIAL_VIEW, LEAVE_ONE_OUT, LM_MULTI_LABEL, LM_REGRESSION, LM_SINGLE_LABEL, MACHINE_LEARNING_BACKEND_NAME, META_COLLECTOR_OVERRIDE, META_EXTRACTOR_OVERRIDE, MODEL_BIPARTITION_THRESHOLD, MODEL_CLASS_LABELS, MODEL_CLASSIFIER, MODEL_FEATURE_CLASS_FOLDER, MODEL_FEATURE_EXTRACTOR_CONFIGURATION, MODEL_FEATURE_MODE, MODEL_FEATURE_NAMES, MODEL_FEATURE_NAMES_SERIALIZED, MODEL_LEARNING_MODE, MODEL_META, MODEL_TC_VERSION, NGRAM_GLUE, OUTCOMES_INPUT_KEY, PART_ONE, PART_TWO, PR_CURVE_KEY, PREDICTION_CLASS_LABEL_NAME, STATISTICS_REPORT_FILENAME, STATISTICS_REPORT_TEST_TASK_FILENAME, SUFFIX_LATEX, TC_OUTCOME_DUMMY_VALUE, TC_TASK_TYPE, TEST_TASK_INPUT_KEY_TEST_DATA, TEST_TASK_INPUT_KEY_TRAINING_DATA, TEST_TASK_OUTPUT_KEY, TRAIN_OUTPUT, UNKNOWN_OUTCOME
Constructor and Description |
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SvmhmmLoadModelConnector() |
Modifier and Type | Method and Description |
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void |
initialize(org.apache.uima.UimaContext context) |
protected String |
injectSequenceId(Instance instance) |
protected File |
runPrediction(File testFile) |
checkErrorConditionNumberOfOutcomesEqualsNumberOfPredictions, createInputFile, getOutcomeAnnotations, isRegression, loadFeature2IntegerMapping, loadInteger2OutcomeMapping, process, sanityCheckValue
initMachineLearningAdapter, loadTcVersionFromModel, verifyTcVersion
getRequiredCasInterface, process
getCasInstancesRequired, hasNext, next
batchProcessComplete, collectionProcessComplete, destroy, getContext, getResultSpecification, reconfigure, setResultSpecification
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
getCurrentTcVersionFromJar, getCurrentTcVersionFromWorkspace, writeCurrentVersionOfDKProTC, writeFeatureMode, writeLearningMode, writeModelParameter
protected int currSeqId
protected int lastId
protected static final String TAB
public void initialize(org.apache.uima.UimaContext context) throws org.apache.uima.resource.ResourceInitializationException
initialize
in interface org.apache.uima.analysis_component.AnalysisComponent
initialize
in class LibsvmDataFormatLoadModelConnector
org.apache.uima.resource.ResourceInitializationException
protected File runPrediction(File testFile) throws Exception
runPrediction
in class LibsvmDataFormatLoadModelConnector
Exception
protected String injectSequenceId(Instance instance)
injectSequenceId
in class LibsvmDataFormatLoadModelConnector
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