Enums Module

enumANOMALY_DETECTION_ALGORITHM[source]

Bases: enum.Enum

An enumeration.

CLUSTER_MEAN_DISTANCE = 'clusterMeanDist'
ISOLATION_FOREST = 'iforest'
ONE_CLASS_SVM = 'ocsvm'
OTHER = 'other'
enumARIMA_PREDICTION_METHOD[source]

Bases: enum.Enum

An enumeration.

CSS = 'conditionalLeastSquares'
MLE = 'exactLeastSquares'
enumARRAY_TYPE[source]

Bases: enum.Enum

An enumeration.

INTEGER = 'int'
REAL = 'real'
STRING = 'string'
enumCATEGORICAL_SCORING_METHOD[source]

Bases: enum.Enum

An enumeration.

MAJORITY_VOTE = 'majorityVote'
WEIGHTED_MAJORITY_VOTE = 'weightedMajorityVote'
enumCLUSTERING_FILED_COMPARE_FUNCTION[source]

Bases: enum.Enum

An enumeration.

ABSOLUTE_DIFF = 'absDiff'
DELTA = 'delta'
EQUAL = 'equal'
GAUSSIAN_SIMILARITY = 'gaussSim'
TABLE = 'table'
enumCLUSTERING_MODEL_CLASS[source]

Bases: enum.Enum

An enumeration.

CENTER_BASED = 'centerBased'
DISTRIBUTION_BASED = 'distributionBased'
enumCOMPARISON_MEASURE_KIND[source]

Bases: enum.Enum

An enumeration.

DISTANCE = 'distance'
SIMILARITY = 'similarity'
enumCONTINUOUS_SCORING_METHOD[source]

Bases: enum.Enum

An enumeration.

AVERAGE = 'average'
MEDIAN = 'median'
WEIGHTED_AVERAGE = 'weightedAverage'
enumDATATYPE[source]

Bases: enum.Enum

An enumeration.

BINARY = 'binary'
BOOLEAN = 'boolean'
DATE = 'date'
DATEDAYS_SINCE_0 = 'dateDaysSince[0]'
DATEDAYS_SINCE_1960 = 'dateDaysSince[1960]'
DATEDAYS_SINCE_1970 = 'dateDaysSince[1970]'
DATEDAYS_SINCE_1980 = 'dateDaysSince[1980]'
DATETIME = 'dateTime'
DATETIMESECONDS_SINCE_0 = 'dateTimeSecondsSince[0]'
DATETIMESECONDS_SINCE_1960 = 'dateTimeSecondsSince[1960]'
DATETIMESECONDS_SINCE_1970 = 'dateTimeSecondsSince[1970]'
DATETIMESECONDS_SINCE_1980 = 'dateTimeSecondsSince[1980]'
DOUBLE = 'double'
FLOAT = 'float'
INTEGER = 'integer'
STRING = 'string'
TIME = 'time'
TIMESECONDS = 'timeSeconds'
enumEXPONENTIAL_SMOOTHING_AND_ARIMA_TRANSFORMATION[source]

Bases: enum.Enum

An enumeration.

LOGARITHMIC = 'logarithmic'
SQUARE_ROOT = 'squareroot'
enumEXPONENTIAL_SMOOTHING_SEASONALITY[source]

Bases: enum.Enum

An enumeration.

ADDITIVE = 'additive'
MULTIPLICATIVE = 'multiplicative'
enumEXPONENTIAL_SMOOTHING_TREND[source]

Bases: enum.Enum

An enumeration.

ADDITIVE = 'additive'
DAMPED_ADDITIVE = 'damped_additive'
DAMPED_MULTIPLICATIVE = 'damped_multiplicative'
MULTIPLICATIVE = 'multiplicative'
POLYNOMIAL_EXPONENTIAL = 'polynomial_exponential'
enumFIELD_USAGE_TYPE[source]

Bases: enum.Enum

An enumeration.

ACTIVE = 'active'
ANALYSIS_WEIGHT = 'analysisWeight'
FREQUENCY_WEIGHT = 'frequencyWeight'
GROUP = 'group'
ORDER = 'order'
PREDICTED = 'predicted'
SUPPLEMENTARY = 'supplementary'
TARGET = 'target'
enumFUNCTION[source]

Bases: enum.Enum

An enumeration.

ABSOLUTE = 'abs'
ACOS = 'acos'
ADDITION = '+'
AND = 'and'
ASIN = 'asin'
ATAN = 'atan'
AVERAGE = 'avg'
CEILING = 'ceil'
CONCAT = 'concat'
COS = 'cos'
COSH = 'cosh'
DATEDAYS_SINCE_YEAR = 'dateDaysSinceYear'
DATESECONDS_SINCE_MIDNIGHT = 'dateSecondsSinceMidnight'
DATESECONDS_SINCE_YEAR = 'dateSecondsSinceYear'
DIVISION = '/'
EQUAL = 'equal'
ERF = 'erf'
EXPM1 = 'expm1'
EXPONENT = 'exp'
FLOOR = 'floor'
FORMAT_DATETIME = 'formatDatetime'
FORMAT_NUMBER = 'formatNumber'
GREATER_OR_EQUAL = 'greaterOrEqual'
GREATER_THAN = 'greaterThan'
HYPOT = 'hypot'
IF = 'if'
IS_IN = 'isIn'
IS_MISSING = 'isMissing'
IS_NOT_IN = 'isNotIn'
IS_NOT_MISSING = 'isNotMissing'
IS_NOT_VALID = 'isNotValid'
IS_VALID = 'isValid'
LESS_OR_EQUAL = 'lessOrEqual'
LESS_THAN = 'lessThan'
LOG10 = 'log10'
LOGN = 'ln'
LOGN1P = 'ln1p'
LOWERCASE = 'lowercase'
MATCHES = 'matches'
MAX = 'max'
MEDIAN = 'median'
MIN = 'min'
MODULO = 'modulo'
MULTIPLICATION = '*'
NORMAL_CDF = 'normalCDF'
NORMAL_IDF = 'normalIDF'
NORMAL_PDF = 'normalPDF'
NOT = 'not'
NOT_EQUAL = 'notEqual'
OR = 'or'
POWER = 'pow'
PRODUCT = 'product'
REPLACE = 'replace'
RINT = 'rint'
ROUND = 'round'
SIN = 'sin'
SINH = 'sinh'
SQUARE_ROOT = 'sqrt'
STANDARD_NORMAL_CDF = 'stdNormalCDF'
STANDARD_NORMAL_IDF = 'stdNormalIDF'
STANDARD_NORMAL_PDF = 'stdNormalPDF'
SUBSTRACTTION = '-'
SUBSTRING = 'substring'
SUM = 'sum'
TAN = 'tan'
TANH = 'tanh'
THRESHOLD = 'threshold'
TRIM_BLANKS = 'trimBlanks'
UPPERCASE = 'uppercase'
enumLAG_AGGREGATION[source]

Bases: enum.Enum

An enumeration.

AVERAGE = 'avg'
MAX = 'max'
MEDIAN = 'median'
MIN = 'min'
PRODUCT = 'product'
STANDARD_DEVIATION = 'stddev'
SUM = 'sum'
enumMAXIMUM_LIKELIHOOD_STAT_METHOD[source]

Bases: enum.Enum

An enumeration.

KALMAN = 'kalman'
THETA_RECURSION = 'thetaRecursion'
enumMINING_FUNCTION[source]

Bases: enum.Enum

An enumeration.

ASSOCIATION_RULES = 'associationRules'
CLASSIFICATION = 'classification'
CLUSTERING = 'clustering'
MIXED = 'mixed'
REGRESSION = 'regression'
SEQUENCES = 'sequences'
TIMESERIES = 'timeSeries'
enumMISSING_VALUE_TREATMENT_METHOD[source]

Bases: enum.Enum

An enumeration.

AS_IS = 'asIs'
AS_MEAN = 'asMean'
AS_MEDIAN = 'asMedian'
AS_MODE = 'asMode'
AS_VALUE = 'asValue'
RETURN_INVALID = 'returnInvalid'
enumMULTIPLE_MODEL_METHOD[source]

Bases: enum.Enum

An enumeration.

AVERAGE = 'average'
MAJORITY_VOTE = 'majorityVote'
MAX = 'max'
MEDIAN = 'median'
MODEL_CHAIN = 'modelChain'
SELECT_ALL = 'selectAll'
SELECT_FIRST = 'selectFirst'
SUM = 'sum'
WEIGHTED_AVERAGE = 'weightedAverage'
WEIGHTED_MAJORITY_VOTE = 'weightedMajorityVote'
WEIGHTED_MEDIAN = 'weightedMedian'
WEIGHTED_SUM = 'weightedSum'
enumNN_ACTIVATION_FUNCTION[source]

Bases: enum.Enum

An enumeration.

ARCTAN = 'arctan'
COSINE = 'cosine'
ELLIOTT = 'Elliott'
EXPONENTIAL = 'exponential'
GAUSS = 'Gauss'
IDENTITY = 'identity'
LOGISTIC = 'logistic'
RADIALBASIS = 'radialBasis'
RECIPROCAL = 'reciprocal'
RECTIFIER = 'rectifier'
SINE = 'sine'
SQUARE = 'square'
TANH = 'tanh'
THRESHOLD = 'threshold'
enumNN_NORMALIZATION_METHOD[source]

Bases: enum.Enum

An enumeration.

SIMPLEMAX = 'simplemax'
SOFTMAX = 'softmax'
enumOPTYPE[source]

Bases: enum.Enum

An enumeration.

CATEGORICAL = 'categorical'
CONTINUOUS = 'continuous'
ORDINAL = 'ordinal'
enumPMML_SCHEMA[source]

Bases: enum.Enum

An enumeration.

VERSION = '4.4'
enumREGRESSION_NORMALIZATION_METHOD[source]

Bases: enum.Enum

An enumeration.

CAUCHIT = 'cauchit'
CLOGLOG = 'cloglog'
EXPONENTIAL = 'exp'
LOGISTIC = 'logit'
LOGLOG = 'loglog'
PROBIT = 'probit'
SIMPLEMAX = 'simplemax'
SOFTMAX = 'softmax'
enumRESULT_FEATURE[source]

Bases: enum.Enum

An enumeration.

AFFINITY = 'affinity'
ANTECEDENT = 'antecedent'
CLUSTER_AFFINITY = 'clusterAffinity'
CLUSTER_ID = 'clusterId'
CONFIDENCE = 'confidence'
CONFIDENCE_INTERVAL_LOWER = 'confidenceIntervalLower'
CONFIDENCE_INTERVAL_UPPER = 'confidenceIntervalUpper'
CONSEQUENT = 'consequent'
DECISION = 'decision'
ENTITY_AFFINITY = 'entityAffinity'
ENTITY_ID = 'entityId'
LEVERAGE = 'leverage'
LIFT = 'lift'
PREDCITED_DISPLAY_VALUE = 'predictedDisplayValue'
PREDICTED_VALUE = 'predictedValue'
PROBABILITY = 'probability'
REASON_CODE = 'reasonCode'
RESIDUAL = 'residual'
RULE = 'rule'
RULE_ID = 'ruleId'
RULE_VALUE = 'ruleValue'
STANDARD_DEVIATION = 'standardDeviation'
STANDARD_ERROR = 'standardError'
SUPPORT = 'support'
TOP_CATEGORIES = 'topCategories'
TRANSFORMED_VALUE = 'transformedValue'
WARNING = 'warning'
enumSIMPLE_PREDICATE_OPERATOR[source]

Bases: enum.Enum

An enumeration.

EQUAL = 'equal'
GREATER_OR_EQUAL = 'greaterOrEqual'
GREATER_THAN = 'greaterThan'
IS_MISSING = 'isMissing'
IS_NOT_MISSING = 'isNotMissing'
LESS_OR_EQUAL = 'lessOrEqual'
LESS_THAN = 'lessThan'
NOT_EQUAL = 'notEqual'
enumSVM_CLASSIFICATION_METHOD[source]

Bases: enum.Enum

An enumeration.

OVO = 'OneAgainstOne'
OVR = 'OneAgainstAll'
enumSVM_REPRESENTATION[source]

Bases: enum.Enum

An enumeration.

COEFFICIENTS = 'Coefficients'
SUPPORT_VECTORS = 'SupportVectors'
enumTIMESERIES_ALGORITHM[source]

Bases: enum.Enum

An enumeration.

ARIMA = 'ARIMA'
EXPONENTIAL_SMOOTHING = 'ExponentialSmoothing'
GARCH = 'GARCH'
SEASONAL_TREND_DECOMPOSE = 'SeasonalTrendDecomposition'
SPECTRAL_ANALYSIS = 'SpectralAnalysis'
STATE_SPACE_MODEL = 'StateSpaceModel'
enumTIMESERIES_USAGE[source]

Bases: enum.Enum

An enumeration.

LOGICAL = 'logical'
ORIGINAL = 'original'
PREDICTION = 'prediction'
enumTIME_ANCHOR[source]

Bases: enum.Enum

An enumeration.

DATEDAYS_SINCE_0 = 'dateDaysSince[0]'
DATEDAYS_SINCE_1960 = 'dateDaysSince[1960]'
DATEDAYS_SINCE_1970 = 'dateDaysSince[1970]'
DATEDAYS_SINCE_1980 = 'dateDaysSince[1980]'
DATEMONTHS_SINCE_0 = 'dateMonthsSince[0]'
DATEMONTHS_SINCE_1960 = 'dateMonthsSince[1960]'
DATEMONTHS_SINCE_1970 = 'dateMonthsSince[1970]'
DATEMONTHS_SINCE_1980 = 'dateMonthsSince[1980]'
DATETIMEMILLISECONDS_SINCE_0 = 'dateTimeMillisecondsSince[0]'
DATETIMEMILLISECONDS_SINCE_1960 = 'dateTimeMillisecondsSince[1960]'
DATETIMEMILLISECONDS_SINCE_1970 = 'dateTimeMillisecondsSince[1970]'
DATETIMEMILLISECONDS_SINCE_1980 = 'dateTimeMillisecondsSince[1980]'
DATETIMESECONDS_SINCE_0 = 'dateTimeSecondsSince[0]'
DATETIMESECONDS_SINCE_1960 = 'dateTimeSecondsSince[1960]'
DATETIMESECONDS_SINCE_1970 = 'dateTimeSecondsSince[1970]'
DATETIMESECONDS_SINCE_1980 = 'dateTimeSecondsSince[1980]'
DATEYEARS_SINCE_0 = 'dateYearsSince[0]'
enumTREE_SPLIT_CHARACTERISTIC[source]

Bases: enum.Enum

An enumeration.

BINARY = 'binarySplit'
MULTI = 'multiSplit'