Index

A

accuracy() (in module snap_ml_spark.Metrics), [1]

accuracy_score() (in module pai4sk.metrics) (in module pai4sk.sml_metrics)

D

DatasetReader (class in snap_ml_spark.DatasetReader), [1] DBSCAN (class in pai4sk.cluster), [1] decision_function() (pai4sk.SupportVectorMachine method), [1] (pai4sk.svm.LinearSVC method), [1]

DecisionTreeClassifier (class in pai4sk), [1] dump_to_snap_format() (in module snap_ml_spark.Utils), [1]

F

f1score() (in module snap_ml_spark.Metrics), [1] fit() (pai4sk.cluster.DBSCAN method), [1] (pai4sk.DecisionTreeClassifier method), [1] (pai4sk.LinearRegression method), [1] (pai4sk.LogisticRegression method), [1] (pai4sk.RandomForestClassifier method), [1] (pai4sk.SupportVectorMachine method), [1] (pai4sk.cluster.KMeans method) (pai4sk.decomposition.PCA method), [1] (pai4sk.decomposition.TruncatedSVD method), [1] (pai4sk.linear_model.Lasso method), [1] (pai4sk.linear_model.LogisticRegression method), [1] (pai4sk.linear_model.Ridge method), [1] (pai4sk.svm.LinearSVC method), [1] (snap_ml_spark.LinearRegression.LinearRegression method), [1] (snap_ml_spark.LogisticRegression.LogisticRegression method), [1] (snap_ml_spark.SupportVectorMachine.SupportVectorMachine method), [1]

fit_predict() (pai4sk.cluster.DBSCAN method), [1] (pai4sk.cluster.KMeans method) fit_transform() (pai4sk.cluster.KMeans method) (pai4sk.decomposition.PCA method), [1] (pai4sk.decomposition.TruncatedSVD method), [1]

G

get_params() (pai4sk.DecisionTreeClassifier method), [1] (pai4sk.LinearRegression method), [1] (pai4sk.LogisticRegression method), [1] (pai4sk.RandomForestClassifier method), [1] (pai4sk.SupportVectorMachine method), [1] (snap_ml_spark.LinearRegression.LinearRegression method), [1] (snap_ml_spark.LogisticRegression.LogisticRegression method), [1] (snap_ml_spark.SupportVectorMachine.SupportVectorMachine method), [1]

H

hinge_loss() (in module pai4sk.metrics) (in module pai4sk.sml_metrics)

I

inverse_transform() (pai4sk.decomposition.PCA method), [1] (pai4sk.decomposition.TruncatedSVD method), [1]

K

KMeans (class in pai4sk.cluster), [1]

L

Lasso (class in pai4sk.linear_model), [1] LinearRegression (class in pai4sk), [1] (class in snap_ml_spark.LinearRegression), [1] LinearSVC (class in pai4sk.svm), [1] load() (snap_ml_spark.DatasetReader.DatasetReader method), [1] load_from_snap_format() (in module pai4sk.sml_io) load_from_svmlight_format() (in module pai4sk.sml_io)

load_snap_file() (in module pai4sk.sml_io) load_svmlight_file() (in module pai4sk.datasets) log_loss() (in module pai4sk.metrics) (in module pai4sk.sml_metrics) logisticLoss() (in module snap_ml_spark.Metrics), [1] LogisticRegression (class in pai4sk), [1] (class in pai4sk.linear_model), [1] (class in snap_ml_spark.LogisticRegression), [1]

M

mean_squared_error() (in module pai4sk.metrics) (in module pai4sk.sml_metrics)

meanSquaredError() (in module snap_ml_spark.Metrics), [1]

P

PCA (class in pai4sk.decomposition), [1] precision() (in module snap_ml_spark.Metrics), [1] predict() (pai4sk.cluster.KMeans method) (pai4sk.DecisionTreeClassifier method), [1] (pai4sk.LinearRegression method), [1] (pai4sk.LogisticRegression method), [1] (pai4sk.RandomForestClassifier method), [1] (pai4sk.SupportVectorMachine method), [1] (pai4sk.linear_model.Lasso method), [1] (pai4sk.linear_model.LogisticRegression method), [1] (pai4sk.linear_model.Ridge method), [1] (pai4sk.svm.LinearSVC method), [1] (snap_ml_spark.LinearRegression.LinearRegression method), [1] (snap_ml_spark.LogisticRegression.LogisticRegression method), [1] (snap_ml_spark.SupportVectorMachine.SupportVectorMachine method), [1]

predict_log_proba() (pai4sk.DecisionTreeClassifier method), [1] (pai4sk.LogisticRegression method), [1] (pai4sk.RandomForestClassifier method), [1] (pai4sk.linear_model.LogisticRegression method), [1] predict_proba() (pai4sk.DecisionTreeClassifier method), [1] (pai4sk.LogisticRegression method), [1] (pai4sk.RandomForestClassifier method), [1] (pai4sk.linear_model.LogisticRegression method), [1] (snap_ml_spark.LogisticRegression.LogisticRegression method), [1]

R

RandomForestClassifier (class in pai4sk), [1] read_from_snap_format() (in module snap_ml_spark.Utils), [1]

recall() (in module snap_ml_spark.Metrics), [1] Ridge (class in pai4sk.linear_model), [1]

S

score() (pai4sk.decomposition.PCA method), [1] setFormat() (snap_ml_spark.DatasetReader.DatasetReader method), [1] setNumFt() (snap_ml_spark.DatasetReader.DatasetReader method), [1]

snap_ml_spark.Metrics (module), [1] snap_ml_spark.Utils (module), [1] SupportVectorMachine (class in pai4sk), [1] (class in snap_ml_spark.SupportVectorMachine), [1]

T

takeRange() (snap_ml_spark.DatasetReader.DatasetReader method), [1] transform() (pai4sk.cluster.KMeans method) (pai4sk.decomposition.PCA method), [1] (pai4sk.decomposition.TruncatedSVD method), [1]

TruncatedSVD (class in pai4sk.decomposition), [1]

W

write_to_snap_format() (in module pai4sk.sml_io)