model parameters after swarming over 46 data sets, attempting to predict 'set36'

model_params.py

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': 0.025075000000000004,
                              'regionName': 'SDRClassifierRegion',
                              'steps': '1,2',
                              'verbosity': 0},
                 'inferenceType': 'TemporalAnomaly',
                 'sensorParams': {'encoders': {u'set1': None,
                                               u'set2': None,
                                               u'set3': {'clipInput': True,
                                                           'fieldname': 'set3',
                                                           'n': 147,
                                                           'name': 'set3',
                                                           'type': 'AdaptiveScalarEncoder',
                                                           'w': 21},
                                               u'set4': None,
                                               u'set5': None,
                                               u'set6': None,
                                               u'set7': None,
                                               u'set8': None,
                                               u'set9': None,
                                               u'set10': None,
                                               u'set11': None,
                                               u'set12': None,
                                               u'set13': None,
                                               u'set14': None,
                                               u'set15': None,
                                               u'set16': None,
                                               u'set17': None,
                                               u'set18': None,
                                               u'set19': None,
                                               u'set20': None,
                                               u'set21': None,
                                               u'set22': None,
                                               u'set23': None,
                                               u'set24': None,
                                               u'set25': None,
                                               u'set26': None,
                                               u'set27': None,
                                               u'set28': None,
                                               u'set29': None,
                                               u'set30': None,
                                               u'timestamp_dayOfWeek': None,
                                               u'timestamp_timeOfDay': None,
                                               u'timestamp_weekend': None,
                                               u'set31': None,
                                               u'set32': None,
                                               u'set33': None,
                                               u'set34': None,
                                               u'set35': None,
                                               u'set36': {'clipInput': True,
                                                              'fieldname': 'set36',
                                                              'n': 175,
                                                              'name': 'set36',
                                                              'type': 'AdaptiveScalarEncoder',
                                                              'w': 21},
                                               u'set37': None,
                                               u'set38': None,
                                               u'set39': None,
                                               u'set40': None,
                                               u'set41': None,
                                               u'set42': None,
                                               u'set43': None,
                                               u'set44': None,
                                               u'set45': None,
                                               u'set46': None},
                                  'sensorAutoReset': None,
                                  'verbosity': 0},
                 'spEnable': True,
                 'spParams': {'columnCount': 2048,
                              'globalInhibition': 1,
                              'inputWidth': 0,
                              'maxBoost': 1.0,
                              'numActiveColumnsPerInhArea': 40,
                              'potentialPct': 0.8,
                              'seed': 1956,
                              'spVerbosity': 0,
                              'spatialImp': 'cpp',
                              'synPermActiveInc': 0.05,
                              'synPermConnected': 0.1,
                              'synPermInactiveDec': 0.075075},
                 'tpEnable': True,
                 'tpParams': {'activationThreshold': 13,
                              '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': 2,
                              'permanenceDec': 0.1,
                              'permanenceInc': 0.1,
                              'seed': 1960,
                              'temporalImp': 'cpp',
                              'verbosity': 0},
                 'trainSPNetOnlyIfRequested': False},
 'predictAheadTime': None,
 'version': 1}