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- MODEL_PARAMS = \
- { 'aggregationInfo': { 'days': 0,
- 'fields': [],
- 'hours': 0,
- 'microseconds': 0,
- 'milliseconds': 0,
- 'minutes': 0,
- 'months': 0,
- 'seconds': 0,
- 'weeks': 0,
- 'years': 0},
- 'model': 'CLA',
- 'modelParams': { 'anomalyParams': { u'anomalyCacheRecords': None,
- u'autoDetectThreshold': None,
- u'autoDetectWaitRecords': None},
- 'clParams': { 'alpha': 0.01962508905154251,
- 'verbosity': 0,
- 'regionName': 'SDRClassifierRegion',
- 'steps': '1'},
- 'inferenceType': 'TemporalAnomaly',
- 'sensorParams': { 'encoders': { '_classifierInput': { 'classifierOnly': True,
- 'clipInput': True,
- 'fieldname': 'Response', #'Error',
- 'maxval': 0.99,
- 'minval': -0.99,
- 'n': 115, #115
- 'name': '_classifierInput',
- 'type': 'ScalarEncoder',
- 'w': 21},
- u'Response': { 'clipInput': True,
- 'fieldname': 'Response',
- 'maxval': 0.99,
- 'minval': -0.99,
- 'n': 275, #29
- 'name': 'Response',
- 'type': 'ScalarEncoder',
- 'w': 21}},
- 'sensorAutoReset': None,
- 'verbosity': 0},
- 'spEnable': True,
- 'spParams': { 'columnCount': 2048,
- 'globalInhibition': 1,
- 'inputWidth': 0,
- 'maxBoost': 2.0,
- 'numActiveColumnsPerInhArea': 40,
- 'potentialPct': 0.8,
- 'seed': 1956,
- 'spVerbosity': 0,
- 'spatialImp': 'cpp',
- 'synPermActiveInc': 0.05,
- 'synPermConnected': 0.1,
- 'synPermInactiveDec': 0.08568228006654939},
- 'tpEnable': True,
- 'tpParams': { 'activationThreshold': 12,
- 'cellsPerColumn': 32,
- 'columnCount': 2048,
- 'globalDecay': 0.0,
- 'initialPerm': 0.21,
- 'inputWidth': 2048,
- 'maxAge': 0,
- 'maxSegmentsPerCell': 128,
- 'maxSynapsesPerSegment': 32,
- 'minThreshold': 10,
- 'newSynapseCount': 20,
- 'outputType': 'normal',
- 'pamLength': 1,
- 'permanenceDec': 0.1,
- 'permanenceInc': 0.1,
- 'seed': 1960,
- 'temporalImp': 'cpp',
- 'verbosity': 0},
- 'trainSPNetOnlyIfRequested': False},
- 'predictAheadTime': None,
- 'version': 1}
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