Constant Field Values

Contents

• sklearn.*

sklearn.*

sklearn.Classifier

Modifier and Type	Constant Field	Value
public static final String	FIELD_PROBABILITY	"probability"

sklearn.Clusterer

Modifier and Type	Constant Field	Value
public static final String	FIELD_CLUSTER	"cluster"

sklearn.Estimator

Modifier and Type	Constant Field	Value
public static final String	FIELD_APPLY	"apply"
public static final String	FIELD_DECISION_FUNCTION	"decisionFunction"
public static final String	FIELD_PREDICT	"predict"

sklearn.HasClassifierOptions

Modifier and Type	Constant Field	Value
public static final String	OPTION_CLASS_EXTENSIONS	"class_extensions"

sklearn.HasNumberOfFeatures

Modifier and Type	Constant Field	Value
public static final int	UNKNOWN	-1

sklearn.HasNumberOfOutputs

Modifier and Type	Constant Field	Value
public static final int	UNKNOWN	-1

sklearn.OutlierDetector

Modifier and Type	Constant Field	Value
public static final String	FIELD_OUTLIER	"outlier"

sklearn.SkLearnFields

Modifier and Type	Constant Field	Value
public static final String	CLASSES	"classes_"
public static final String	FEATURE_IMPORTANCES	"feature_importances_"
public static final String	FEATURE_NAMES_IN	"feature_names_in_"
public static final String	N_CLASSES	"n_classes_"
public static final String	N_FEATURES	"n_features_"
public static final String	N_FEATURES_IN	"n_features_in_"
public static final String	N_OUTPUTS	"n_outputs_"
public static final String	SKLEARN_TAGS	"_sklearn_tags"
public static final String	SKLEARN_VERSION	"_sklearn_version"

sklearn.SkLearnMethods

Modifier and Type	Constant Field	Value
public static final String	APPLY	"apply"
public static final String	DECISION_FUNCTION	"decision_function"
public static final String	PREDICT	"predict"
public static final String	PREDICT_PROBA	"predict_proba"

sklearn.SkLearnSteps

Modifier and Type	Constant Field	Value
public static final String	DROP	"drop"
public static final String	PASSTHROUGH	"passthrough"

sklearn.feature_extraction.*

sklearn.feature_extraction.text.CountVectorizer

Modifier and Type	Constant Field	Value
public static final String	TOKEN_PATTERN	"(?u)\\b\\w\\w+\\b"

sklearn.kernel_ridge.*

sklearn.kernel_ridge.KernelRidge

Modifier and Type	Constant Field	Value
public static final String	KERNEL_LINEAR	"linear"
public static final String	KERNEL_POLY	"poly"
public static final String	KERNEL_RBF	"rbf"
public static final String	KERNEL_SIGMOID	"sigmoid"

sklearn.neighbors.*

sklearn.neighbors.KNeighborsClassifier

Modifier and Type	Constant Field	Value
public static final String	METRIC_EUCLIDEAN	"euclidean"
public static final String	METRIC_MANHATTAN	"manhattan"
public static final String	METRIC_MINKOWSKI	"minkowski"
public static final String	WEIGHTS_DISTANCE	"distance"
public static final String	WEIGHTS_UNIFORM	"uniform"

sklearn.neighbors.KNeighborsRegressor

Modifier and Type	Constant Field	Value
public static final String	METRIC_EUCLIDEAN	"euclidean"
public static final String	METRIC_MANHATTAN	"manhattan"
public static final String	METRIC_MINKOWSKI	"minkowski"
public static final String	WEIGHTS_DISTANCE	"distance"
public static final String	WEIGHTS_UNIFORM	"uniform"

sklearn.neighbors.NearestCentroid

Modifier and Type	Constant Field	Value
public static final String	METRIC_EUCLIDEAN	"euclidean"
public static final String	METRIC_MANHATTAN	"manhattan"
public static final String	METRIC_MINKOWSKI	"minkowski"
public static final String	WEIGHTS_DISTANCE	"distance"
public static final String	WEIGHTS_UNIFORM	"uniform"

sklearn.neighbors.NearestNeighbors

Modifier and Type	Constant Field	Value
public static final String	METRIC_EUCLIDEAN	"euclidean"
public static final String	METRIC_MANHATTAN	"manhattan"
public static final String	METRIC_MINKOWSKI	"minkowski"
public static final String	WEIGHTS_DISTANCE	"distance"
public static final String	WEIGHTS_UNIFORM	"uniform"

sklearn.neural_network.*

sklearn.neural_network.MLPClassifier

Modifier and Type	Constant Field	Value
public static final String	ACTIVATION_IDENTITY	"identity"
public static final String	ACTIVATION_LOGISTIC	"logistic"
public static final String	ACTIVATION_RELU	"relu"
public static final String	ACTIVATION_TANH	"tanh"

sklearn.neural_network.MLPRegressor

Modifier and Type	Constant Field	Value
public static final String	ACTIVATION_IDENTITY	"identity"
public static final String	ACTIVATION_LOGISTIC	"logistic"
public static final String	ACTIVATION_RELU	"relu"
public static final String	ACTIVATION_TANH	"tanh"

sklearn.svm.*

sklearn.svm.HasLibSVMKernel

Modifier and Type	Constant Field	Value
public static final String	KERNEL_LINEAR	"linear"
public static final String	KERNEL_POLY	"poly"
public static final String	KERNEL_RBF	"rbf"
public static final String	KERNEL_SIGMOID	"sigmoid"

sklearn.svm.LibSVMClassifier

Modifier and Type	Constant Field	Value
public static final String	KERNEL_LINEAR	"linear"
public static final String	KERNEL_POLY	"poly"
public static final String	KERNEL_RBF	"rbf"
public static final String	KERNEL_SIGMOID	"sigmoid"

sklearn.svm.LibSVMRegressor

Modifier and Type	Constant Field	Value
public static final String	KERNEL_LINEAR	"linear"
public static final String	KERNEL_POLY	"poly"
public static final String	KERNEL_RBF	"rbf"
public static final String	KERNEL_SIGMOID	"sigmoid"

sklearn.svm.OneClassSVM

Modifier and Type	Constant Field	Value
public static final String	KERNEL_LINEAR	"linear"
public static final String	KERNEL_POLY	"poly"
public static final String	KERNEL_RBF	"rbf"
public static final String	KERNEL_SIGMOID	"sigmoid"

sklearn.tree.*

sklearn.tree.HasTreeOptions

Modifier and Type	Constant Field	Value
public static final String	OPTION_ALLOW_MISSING	"allow_missing"
public static final String	OPTION_COMPACT	"compact"
public static final String	OPTION_FLAT	"flat"
public static final String	OPTION_INPUT_FLOAT	"input_float"
public static final String	OPTION_NODE_EXTENSIONS	"node_extensions"
public static final String	OPTION_NODE_ID	"node_id"
public static final String	OPTION_NODE_SCORE	"node_score"
public static final String	OPTION_NUMERIC	"numeric"
public static final String	OPTION_PRUNE	"prune"
public static final String	OPTION_WINNER_ID	"winner_id"

sklearn2pmml.*

sklearn2pmml.Customization

Modifier and Type	Constant Field	Value
public static final String	COMMAND_DELETE	"delete"
public static final String	COMMAND_INSERT	"insert"
public static final String	COMMAND_UPDATE	"update"

sklearn2pmml.SkLearn2PMMLFields

Modifier and Type	Constant Field	Value
public static final String	PMML_BASE_CLASS	"pmml_base_class_"
public static final String	PMML_CLASSES	"pmml_classes_"
public static final String	PMML_CUSTOMIZATIONS	"pmml_customizations_"
public static final String	PMML_FEATURE_IMPORTANCES	"pmml_feature_importances_"
public static final String	PMML_NAME	"pmml_name_"
public static final String	PMML_OPTIONS	"pmml_options_"
public static final String	PMML_SEGMENT_ID	"pmml_segment_id_"