h2o: R Interface for H2O

R scripting functionality for H2O, the open source math engine for big data that computes parallel distributed machine learning algorithms such as generalized linear models, gradient boosting machines, random forests, and neural networks (deep learning) within various cluster environments.

AuthorThe H2O.ai team
Date of publication2017-02-22 08:42:25
MaintainerTom Kraljevic <tomk@0xdata.com>
LicenseApache License (== 2.0)
Version3.10.3.6
https://github.com/h2oai/h2o-3

View on CRAN

Man pages

aaa: Starting H2O For examples

and-and: Logical and for H2OFrames

apply: Apply on H2O Datasets

as.character.H2OFrame: Convert an H2OFrame to a String

as.data.frame.H2OFrame: Converts parsed H2O data into an R data frame

as.factor: Convert H2O Data to Factors

as.h2o: Create H2OFrame

as.matrix.H2OFrame: Convert an H2OFrame to a matrix

as.numeric: Convert H2O Data to Numeric

as.vector.H2OFrame: Convert an H2OFrame to a vector

australia: Australia Coastal Data

colnames: Returns the column names of an H2OFrame

dim.H2OFrame: Returns the Dimensions of an H2OFrame

dimnames.H2OFrame: Column names of an H2OFrame

h2o.abs: Compute the absolute value of x

h2o.acos: Compute the arc cosine of x

h2o.aic: Retrieve the AIC. If "train", "valid", and "xval" parameters...

h2o.all: Given a set of logical vectors, are all of the values true?

h2o.anomaly: Anomaly Detection via H2O Deep Learning Model

h2o.any: Given a set of logical vectors, is at least one of the values...

h2o.anyFactor: Check H2OFrame columns for factors

h2o.arrange: Sorts H2OFrame by the columns specified. Returns a new...

h2o.ascharacter: Convert H2O Data to Characters

h2o.as_date: Functions to convert between character representations and...

h2o.asfactor: Convert H2O Data to Factors

h2o.asnumeric: Convert H2O Data to Numerics

h2o.assign: Rename an H2O object.

h2o.auc: Retrieve the AUC

h2o.betweenss: Get the between cluster sum of squares. If "train", "valid",...

h2o.biases: Return the respective bias vector

h2o.cbind: Combine H2O Datasets by Columns

h2o.ceiling: ceiling takes a single numeric argument x and returns a...

h2o.centers: Retrieve the Model Centers

h2o.centersSTD: Retrieve the Model Centers STD

h2o.centroid_stats: Retrieve the centroid statistics If "train", "valid", and...

h2o.clearLog: Delete All H2O R Logs

h2o.clusterInfo: Print H2O cluster info

H2OClusteringModel-class: The H2OClusteringModel object.

h2o.clusterIsUp: Determine if an H2O cluster is up or not

h2o.cluster_sizes: Retrieve the cluster sizes If "train", "valid", and "xval"...

h2o.clusterStatus: Return the status of the cluster

h2o.coef: Retrieve the model coefficeints

h2o.coef_norm: Retrieve the normalized coefficients

h2o.colnames: Return column names of an H2OFrame

h2o.columns_by_type: Obtain a list of columns that are specified by 'coltype'

h2o.computeGram: Compute weighted gram matrix.

h2o.confusionMatrix: Access H2O Confusion Matrices

h2o.connect: Connect to a running H2O instance.

H2OConnection-class: The H2OConnection class.

h2o.cor: Correlation of columns.

h2o.cos: Compute the cosine of x

h2o.cosh: Compute the hyperbolic cosine of x

h2o.createFrame: Data H2OFrame Creation in H2O

h2o.cross_validation_fold_assignment: Retrieve the cross-validation fold assignment

h2o.cross_validation_holdout_predictions: Retrieve the cross-validation holdout predictions

h2o.cross_validation_models: Retrieve the cross-validation models

h2o.cross_validation_predictions: Retrieve the cross-validation predictions

h2o.cummax: Return the cumulative max over a column or across a row

h2o.cummin: Return the cumulative min over a column or across a row

h2o.cumprod: Return the cumulative product over a column or across a row

h2o.cumsum: Return the cumulative sum over a column or across a row

h2o.cut: Cut H2O Numeric Data to Factor

h2o.day: Convert Milliseconds to Day of Month in H2O Datasets

h2o.dayOfWeek: Convert Milliseconds to Day of Week in H2O Datasets

h2o.dct: Compute DCT of an H2OFrame

h2o.ddply: Split H2O Dataset, Apply Function, and Return Results

h2o.deepfeatures: Feature Generation via H2O Deep Learning Model

h2o.deeplearning: Build a Deep Neural Network model using CPUs Builds a...

h2o.deepwater: Build a Deep Learning model using multiple native GPU...

h2o.deepwater.available: Ask the H2O server whether a Deep Water model can be built...

h2o.describe: H2O Description of A Dataset

h2o.diff: Conduct a lag 1 transform on a numeric H2OFrame column

h2o.dim: Returns the number of rows and columns for an H2OFrame...

h2o.dimnames: Column names of an H2OFrame

h2o.downloadAllLogs: Download H2O Log Files to Disk

h2o.downloadCSV: Download H2O Data to Disk

h2o.download_mojo: Download the model in MOJO format.

h2o.download_pojo: Download the Scoring POJO (Plain Old Java Object) of an H2O...

h2o.entropy: Shannon entropy

h2o.exp: Compute the exponential function of x

h2o.exportFile: Export an H2O Data Frame (H2OFrame) to a File or to a...

h2o.exportHDFS: Export a Model to HDFS

h2o.filterNACols: Filter NA Columns

h2o.find_row_by_threshold: Find the threshold, give the max metric. No duplicate...

h2o.findSynonyms: Find synonyms using a word2vec model.

h2o.find_threshold_by_max_metric: Find the threshold, give the max metric

h2o.floor: floor takes a single numeric argument x and returns a numeric...

H2OFrame: S3 Group Generic Functions for H2O

H2OFrame-Extract: Extract or Replace Parts of an H2OFrame Object

h2o.gainsLift: Access H2O Gains/Lift Tables

h2o.gbm: Builds gradient boosted classification trees and gradient...

h2o.getConnection: Retrieve an H2O Connection

h2o.getFrame: Get an R Reference to an H2O Dataset, that will NOT be GC'd...

h2o.getFutureModel: Get future model

h2o.getGLMFullRegularizationPath: Extract full regularization path from glm model (assuming it...

h2o.getGrid: Get a grid object from H2O distributed K/V store. Note that...

h2o.getId: Get back-end distributed key/value store id from an H2OFrame.

h2o.getModel: Get an R reference to an H2O model

h2o.getTimezone: Get the Time Zone on the H2O Cloud Returns a string

h2o.getTypes: Get the types-per-column

h2o.getVersion: Get h2o version

h2o.giniCoef: Retrieve the GINI Coefficcient

h2o.glm: Fits a generalized linear model, specified by a response...

h2o.glrm: Generalized low rank decomposition of an H2O data frame.

h2o.grep: Searches for matches to argument 'pattern' within each...

h2o.grid: H2O Grid Support

H2OGrid-class: H2O Grid

h2o.group_by: Group and Apply by Column

h2o.gsub: String Global Substitute

h2o.head: Return the Head or Tail of an H2O Dataset.

h2o.hist: Compute A Histogram

h2o.hit_ratio_table: Retrieve the Hit Ratios If "train", "valid", and "xval"...

h2o.hour: Convert Milliseconds to Hour of Day in H2O Datasets

h2o.ifelse: H2O Apply Conditional Statement

h2o.importFile: Import Files into H2O

h2o.import_sql_select: Import SQL table that is result of SELECT SQL query into H2O

h2o.import_sql_table: Import SQL Table into H2O

h2o.impute: Basic Imputation of H2O Vectors

h2o.init: Initialize and Connect to H2O

h2o.insertMissingValues: Inserting Missing Values to an H2O DataH2OFrame

h2o.interaction: Categorical Interaction Feature Creation in H2O

h2o.isax: iSAX

h2o.ischaracter: Check if character

h2o.is_client: Check Client Mode Connection

h2o.isfactor: Check if factor

h2o.isnumeric: Check if numeric

h2o.kfold_column: Produce a k-fold column vector.

h2o.killMinus3: Dump the stack into the JVM's stdout.

h2o.kmeans: Performs k-means clustering on an H2O dataset.

h2o.kurtosis: Kurtosis of a column

h2o.levels: Return the levels from the column requested column.

h2o.listTimezones: List all of the Time Zones Acceptable by the H2O Cloud.

h2o.loadModel: Load H2O Model from HDFS or Local Disk

h2o.log: Compute the logarithm of x

h2o.log10: Compute the log10 of x

h2o.log1p: Compute the log1p of x

h2o.log2: Compute the log2 of x

h2o.logAndEcho: Log a message on the server-side logs

h2o.logloss: Retrieve the Log Loss Value

h2o.ls: List Keys on an H2O Cluster

h2o.lstrip: Strip set from left

h2o.mae: Retrieve the Mean Absolute Error Value

h2o.makeGLMModel: Set betas of an existing H2O GLM Model

h2o.make_metrics: Create Model Metrics from predicted and actual values in H2O

h2o.match: Value Matching in H2O

h2o.max: Returns the maxima of the input values.

h2o.mean: Compute the frame's mean by-column (or by-row).

h2o.mean_per_class_error: Retrieve the mean per class error

h2o.mean_residual_deviance: Retrieve the Mean Residual Deviance value

h2o.median: H2O Median

h2o.merge: Merge Two H2O Data Frames

h2o.metric: H2O Model Metric Accessor Functions

h2o.min: Returns the minima of the input values.

h2o.mktime: Compute msec since the Unix Epoch

H2OModel-class: The H2OModel object.

H2OModelFuture-class: H2O Future Model

H2OModelMetrics-class: The H2OModelMetrics Object.

h2o.month: Convert Milliseconds to Months in H2O Datasets

h2o.mse: Retrieves Mean Squared Error Value

h2o.nacnt: Count of NAs per column

h2o.naiveBayes: Compute naive Bayes probabilities on an H2O dataset.

h2o.names: Column names of an H2OFrame

h2o.na_omit: Remove Rows With NAs

h2o.nchar: String length

h2o.ncol: Return the number of columns present in x.

h2o.networkTest: View Network Traffic Speed

h2o.nlevels: Get the number of factor levels for this frame.

h2o.no_progress: Disable Progress Bar

h2o.nrow: Return the number of rows present in x.

h2o.null_deviance: Retrieve the null deviance If "train", "valid", and "xval"...

h2o.null_dof: Retrieve the null degrees of freedom If "train", "valid", and...

h2o.num_iterations: Retrieve the number of iterations.

h2o.num_valid_substrings: Count of substrings >= 2 chars that are contained in file

h2o.openLog: View H2O R Logs

h2o-package: H2O R Interface

h2o.parseRaw: H2O Data Parsing

h2o.parseSetup: Get a parse setup back for the staged data.

h2o.partialPlot: Partial Dependence Plots

h2o.performance: Model Performance Metrics in H2O

h2o.prcomp: Principal components analysis of an H2O data frame using the...

h2o.print: Print An H2OFrame

h2o.prod: Return the product of all the values present in its...

h2o.proj_archetypes: Convert Archetypes to Features from H2O GLRM Model

h2o.quantile: Quantiles of H2O Frames.

h2o.r2: Retrieve the R2 value

h2o.randomForest: Builds a Random Forest Model on an H2OFrame

h2o.range: Returns a vector containing the minimum and maximum of all...

h2o.rbind: Combine H2O Datasets by Rows

h2o.reconstruct: Reconstruct Training Data via H2O GLRM Model

h2o.relevel: Reorders levels of an H2O factor, similarly to standard R's...

h2o.removeAll: Remove All Objects on the H2O Cluster

h2o.removeVecs: Delete Columns from an H2OFrame

h2o.rep_len: Replicate Elements of Vectors or Lists into H2O

h2o.residual_deviance: Retrieve the residual deviance If "train", "valid", and...

h2o.residual_dof: Retrieve the residual degrees of freedom If "train", "valid",...

h2o.rm: Delete Objects In H2O

h2o.rmse: Retrieves Root Mean Squared Error Value

h2o.rmsle: Retrieve the Root Mean Squared Log Error

h2o.round: Round doubles/floats to the given number of decimal places.

h2o.rstrip: Strip set from right

h2o.runif: Produce a Vector of Random Uniform Numbers

h2o.saveModel: Save an H2O Model Object to Disk

h2o.saveMojo: Save an H2O Model Object as Mojo to Disk

h2o.scale: Scaling and Centering of an H2OFrame

h2o.scoreHistory: Retrieve Model Score History

h2o.sd: Standard Deviation of a column of data.

h2o.sdev: Retrieve the standard deviations of principal components

h2o.setLevels: Set Levels of H2O Factor Column

h2o.setTimezone: Set the Time Zone on the H2O Cloud

h2o.show_progress: Enable Progress Bar

h2o.shutdown: Shut Down H2O Instance

h2o.signif: Round doubles/floats to the given number of significant...

h2o.sin: Compute the sine of x

h2o.skewness: Skewness of a column

h2o.splitFrame: Split an H2O Data Set

h2o.sqrt: Compute the square root of x

h2o.stackedEnsemble: Build a stacked ensemble (aka. Super Learner) using the H2O...

h2o.startLogging: Start Writing H2O R Logs

h2o.std_coef_plot: Plot Standardized Coefficient Magnitudes

h2o.stopLogging: Stop Writing H2O R Logs

h2o.str: Display the structure of an H2OFrame object

h2o.strsplit: String Split

h2o.sub: String Substitute

h2o.substring: Substring

h2o.sum: Compute the frame's sum by-column (or by-row).

h2o.summary: Summarizes the columns of an H2OFrame.

h2o.svd: Singular value decomposition of an H2O data frame using the...

h2o.table: Cross Tabulation and Table Creation in H2O

h2o.tabulate: Tabulation between Two Columns of an H2OFrame

h2o.tan: Compute the tangent of x

h2o.tanh: Compute the hyperbolic tangent of x

h2o.tokenize: Tokenize String

h2o.tolower: To Lower

h2o.totss: Get the total sum of squares. If "train", "valid", and "xval"...

h2o.tot_withinss: Get the total within cluster sum of squares. If "train",...

h2o.toupper: To Upper

h2o.transform: Transform words to vectors using a word2vec model.

h2o.trim: Trim Space

h2o.trunc: trunc takes a single numeric argument x and returns a numeric...

h2o.unique: H2O Unique

h2o.var: Variance of a column or covariance of columns.

h2o.varimp: Retrieve the variable importance.

h2o.varimp_plot: Plot Variable Importances

h2o.week: Convert Milliseconds to Week of Week Year in H2O Datasets

h2o.weights: Retrieve the respective weight matrix

h2o.which: Which indices are TRUE?

h2o.withinss: Get the Within SS

h2o.word2vec: Trains a word2vec model on a String column of an H2O data...

h2o.year: Convert Milliseconds to Years in H2O Datasets

housevotes: United States Congressional Voting Records 1984

iris: Edgar Anderson's Iris Data

is.character: Check if character

is.factor: Check if factor

is.h2o: Is H2O Frame object

is.numeric: Check if numeric

Logical-or: Logical or for H2OFrames

ModelAccessors: Accessor Methods for H2OModel Object

names.H2OFrame: Column names of an H2OFrame

plot.H2OModel: Plot an H2O Model

plot.H2OTabulate: Plot an H2O Tabulate Heatmap

predict.H2OModel: Predict on an H2O Model

predict_leaf_node_assignment.H2OModel: Predict the Leaf Node Assignment on an H2O Model

print.H2OFrame: Print An H2OFrame

print.H2OTable: Print method for H2OTable objects

prostate: Prostate Cancer Study

range.H2OFrame: Range of an H2O Column

str.H2OFrame: Display the structure of an H2OFrame object

summary-H2OGrid-method: Format grid object in user-friendly way

summary-H2OModel-method: Print the Model Summary

use.package: Use optional package

walking: Muscular Actuations for Walking Subject

zzz: Shutdown H2O cloud after examples run

Functions

|| Man page
\%*\% Man page
&& Man page
aaa Man page
apply Man page
as.character.H2OFrame Man page
as.data.frame.H2OFrame Man page
as.factor Man page
as.h2o Man page
as.h2o.data.frame Man page
as.h2o.default Man page
as.h2o.H2OFrame Man page
as.h2o.Matrix Man page
as.matrix.H2OFrame Man page
as.numeric Man page
as.vector.H2OFrame Man page
australia Man page
colnames Man page
colnames<- Man page
cor Man page
cut.H2OFrame Man page
day Man page
day.H2OFrame Man page
dayOfWeek Man page
dayOfWeek.H2OFrame Man page
dim.H2OFrame Man page
dimnames.H2OFrame Man page
getBetweenSS Man page
getBetweenSS,H2OClusteringModel-method Man page
getCenters Man page
getCenters,H2OClusteringModel-method Man page
getCentersStd Man page
getCentersStd,H2OClusteringModel-method Man page
getClusterSizes Man page
getClusterSizes,H2OClusteringModel-method Man page
getIterations Man page
getIterations,H2OClusteringModel-method Man page
getParms Man page
getParms,H2OModel-method Man page
getTotSS Man page
getTotSS,H2OClusteringModel-method Man page
getTotWithinSS Man page
getTotWithinSS,H2OClusteringModel-method Man page
getWithinSS Man page
getWithinSS,H2OClusteringModel-method Man page
h2o Man page
h2o.abs Man page
h2o.accuracy Man page
h2o.acos Man page
h2o.aic Man page
h2o.all Man page
h2o.anomaly Man page
h2o.any Man page
h2o.anyFactor Man page
h2o.arrange Man page
h2o.ascharacter Man page
h2o.as_date Man page
h2o.asfactor Man page
h2o.asnumeric Man page
h2o.assign Man page
h2o.auc Man page
H2OAutoEncoderMetrics-class Man page
H2OAutoEncoderModel-class Man page
h2o.betweenss Man page
h2o.biases Man page
H2OBinomialMetrics-class Man page
H2OBinomialModel-class Man page
h2o.cbind Man page
h2o.ceiling Man page
h2o.centers Man page
h2o.centersSTD Man page
h2o.centroid_stats Man page
h2o.clearLog Man page
h2o.clusterInfo Man page
H2OClusteringMetrics-class Man page
H2OClusteringModel-class Man page
h2o.clusterIsUp Man page
h2o.cluster_sizes Man page
h2o.clusterStatus Man page
h2o.coef Man page
h2o.coef_norm Man page
h2o.colnames Man page
h2o.columns_by_type Man page
h2o.computeGram Man page
h2o.confusionMatrix Man page
h2o.confusionMatrix,H2OModel-method Man page
h2o.confusionMatrix,H2OModelMetrics-method Man page
h2o.connect Man page
H2OConnection Man page
H2OConnection-class Man page
h2o.cor Man page
h2o.cos Man page
h2o.cosh Man page
h2o.createFrame Man page
h2o.cross_validation_fold_assignment Man page
h2o.cross_validation_holdout_predictions Man page
h2o.cross_validation_models Man page
h2o.cross_validation_predictions Man page
h2o.cummax Man page
h2o.cummin Man page
h2o.cumprod Man page
h2o.cumsum Man page
h2o.cut Man page
h2o.day Man page
h2o.dayOfWeek Man page
h2o.dct Man page
h2o.ddply Man page
h2o.deepfeatures Man page
h2o.deeplearning Man page
h2o.deepwater Man page
h2o.deepwater.available Man page
h2o.describe Man page
h2o.difflag1 Man page
h2o.dim Man page
h2o.dimnames Man page
H2ODimReductionMetrics-class Man page
H2ODimReductionModel-class Man page
h2o.downloadAllLogs Man page
h2o.downloadCSV Man page
h2o.download_mojo Man page
h2o.download_pojo Man page
h2o.entropy Man page
h2o.error Man page
h2o.exp Man page
h2o.exportFile Man page
h2o.exportHDFS Man page
h2o.F0point5 Man page
h2o.F1 Man page
h2o.F2 Man page
h2o.fallout Man page
h2o.filterNACols Man page
h2o.find_row_by_threshold Man page
h2o.findSynonyms Man page
h2o.find_threshold_by_max_metric Man page
h2o.floor Man page
h2o.fnr Man page
h2o.fpr Man page
!.H2OFrame Man page
[<-.H2OFrame Man page
[.H2OFrame Man page
[[<-.H2OFrame Man page
[[.H2OFrame Man page
$<-.H2OFrame Man page
$.H2OFrame Man page
H2OFrame-Extract Man page
[,H2OFrame-method Man page
h2o.gainsLift Man page
h2o.gainsLift,H2OModel-method Man page
h2o.gainsLift,H2OModelMetrics-method Man page
h2o.gbm Man page
h2o.getConnection Man page
h2o.getFrame Man page
h2o.getFutureModel Man page
h2o.getGLMFullRegularizationPath Man page
h2o.getGrid Man page
h2o.getId Man page
h2o.getModel Man page
h2o.getTimezone Man page
h2o.getTypes Man page
h2o.getVersion Man page
h2o.giniCoef Man page
h2o.glm Man page
h2o.glrm Man page
h2o.grep Man page
h2o.grid Man page
H2OGrid Man page
H2OGrid-class Man page
h2o.group_by Man page
h2o.gsub Man page
h2o.head Man page
h2o.hist Man page
h2o.hit_ratio_table Man page
h2o.hour Man page
h2o.ifelse Man page
h2o.importFile Man page
h2o.importFolder Man page
h2o.importHDFS Man page
h2o.import_sql_select Man page
h2o.import_sql_table Man page
h2o.importURL Man page
h2o.impute Man page
h2o.init Man page
h2o.insertMissingValues Man page
h2o.interaction Man page
h2o.isax Man page
h2o.ischaracter Man page
h2o.is_client Man page
h2o.isfactor Man page
h2o.isnumeric Man page
h2o.kfold_column Man page
h2o.killMinus3 Man page
h2o.kmeans Man page
h2o.kurtosis Man page
h2o.length Man page
h2o.levels Man page
h2o.listTimezones Man page
h2o.loadModel Man page
h2o.log Man page
h2o.log10 Man page
h2o.log1p Man page
h2o.log2 Man page
h2o.logAndEcho Man page
h2o.logloss Man page
h2o.ls Man page
h2o.lstrip Man page
h2o.mae Man page
h2o.makeGLMModel Man page
h2o.make_metrics Man page
h2o.match Man page
h2o.max Man page
h2o.maxPerClassError Man page
h2o.mcc Man page
h2o.mean Man page
h2o.mean_per_class_accuracy Man page
h2o.mean_per_class_error Man page
h2o.mean_residual_deviance Man page
h2o.median Man page
h2o.merge Man page
h2o.metric Man page
h2o.min Man page
h2o.missrate Man page
h2o.mktime Man page
H2OModel Man page
H2OModel-class Man page
H2OModelFuture-class Man page
H2OModelMetrics Man page
H2OModelMetrics-class Man page
h2o.month Man page
h2o.mse Man page
H2OMultinomialMetrics-class Man page
H2OMultinomialModel-class Man page
h2o.nacnt Man page
h2o.naiveBayes Man page
h2o.names Man page
h2o.na_omit Man page
h2o.nchar Man page
h2o.ncol Man page
h2o.networkTest Man page
h2o.nlevels Man page
h2o.no_progress Man page
h2o.nrow Man page
h2o.null_deviance Man page
h2o.null_dof Man page
h2o.num_iterations Man page
h2o.num_valid_substrings Man page
h2o.openLog Man page
h2o-package Man page
h2o.parseRaw Man page
h2o.parseSetup Man page
h2o.partialPlot Man page
h2o.performance Man page
h2o.prcomp Man page
h2o.precision Man page
h2o.predict Man page
h2o.predict_leaf_node_assignment Man page
h2o.print Man page
h2o.prod Man page
h2o.proj_archetypes Man page
h2o.quantile Man page
h2o.r2 Man page
h2o.randomForest Man page
h2o.range Man page
h2o.rbind Man page
h2o.recall Man page
h2o.reconstruct Man page
H2ORegressionMetrics-class Man page
H2ORegressionModel-class Man page
h2o.relevel Man page
h2o.removeAll Man page
h2o.removeVecs Man page
h2o.rep_len Man page
h2o.residual_deviance Man page
h2o.residual_dof Man page
h2o.rm Man page
h2o.rmse Man page
h2o.rmsle Man page
h2o.round Man page
h2o.rstrip Man page
h2o.runif Man page
h2o.saveModel Man page
h2o.saveMojo Man page
h2o.scale Man page
h2o.scoreHistory Man page
h2o.sd Man page
h2o.sdev Man page
h2o.sensitivity Man page
h2o.setLevels Man page
h2o.setTimezone Man page
h2o.show_progress Man page
h2o.shutdown Man page
h2o.signif Man page
h2o.sin Man page
h2o.skewness Man page
h2o.specificity Man page
h2o.splitFrame Man page
h2o.sqrt Man page
h2o.stackedEnsemble Man page
h2o.startLogging Man page
h2o.std_coef_plot Man page
h2o.stopLogging Man page
h2o.str Man page
h2o.strsplit Man page
h2o.sub Man page
h2o.substr Man page
h2o.substring Man page
h2o.sum Man page
h2o.summary Man page
h2o.svd Man page
h2o.table Man page
h2o.tabulate Man page
h2o.tail Man page
h2o.tan Man page
h2o.tanh Man page
h2o.tnr Man page
h2o.tokenize Man page
h2o.tolower Man page
h2o.totss Man page
h2o.tot_withinss Man page
h2o.toupper Man page
h2o.tpr Man page
h2o.transform Man page
h2o.trim Man page
h2o.trunc Man page
h2o.unique Man page
H2OUnknownMetrics-class Man page
H2OUnknownModel-class Man page
h2o.uploadFile Man page
h2o.var Man page
h2o.varimp Man page
h2o.varimp_plot Man page
h2o.week Man page
h2o.weights Man page
h2o.which Man page
h2o.withinss Man page
h2o.word2vec Man page
H2OWordEmbeddingMetrics-class Man page
H2OWordEmbeddingModel-class Man page
h2o.year Man page
head.H2OFrame Man page
hour Man page
hour.H2OFrame Man page
housevotes Man page
ifelse Man page
\%in\% Man page
iris Man page
is.character Man page
is.factor Man page
is.h2o Man page
is.na.H2OFrame Man page
is.numeric Man page
kurtosis.H2OFrame Man page
length.H2OFrame Man page
log Man page
log10 Man page
log1p Man page
log2 Man page
Logical-or Man page
match.H2OFrame Man page
Math.H2OFrame Man page
mean.H2OFrame Man page
median.H2OFrame Man page
ModelAccessors Man page
month Man page
month.H2OFrame Man page
names<-.H2OFrame Man page
names.H2OFrame Man page
ncol.H2OFrame Man page
nrow.H2OFrame Man page
Ops.H2OFrame Man page
plot.H2OModel Man page
plot.H2OTabulate Man page
predict.H2OModel Man page
predict_leaf_node_assignment.H2OModel Man page
print.H2OFrame Man page
print.H2OTable Man page
prostate Man page
quantile.H2OFrame Man page
range.H2OFrame Man page
round Man page
scale.H2OFrame Man page
sd Man page
show,H2OAutoEncoderMetrics-method Man page
show,H2OBinomialMetrics-method Man page
show,H2OClusteringMetrics-method Man page
show,H2OConnection-method Man page
show,H2ODimReductionMetrics-method Man page
show,H2OGrid-method Man page
show,H2OModel-method Man page
show,H2OModelMetrics-method Man page
show,H2OMultinomialMetrics-method Man page
show,H2ORegressionMetrics-method Man page
signif Man page
skewness.H2OFrame Man page
str.H2OFrame Man page
summary.H2OFrame Man page
Summary.H2OFrame Man page
summary,H2OGrid-method Man page
summary,H2OModel-method Man page
table.H2OFrame Man page
tail.H2OFrame Man page
t.H2OFrame Man page
trunc Man page
use.package Man page
var Man page
walking Man page
week Man page
week.H2OFrame Man page
year Man page
year.H2OFrame Man page
zzz Man page

Files

h2o
h2o/inst
h2o/inst/source_code_repository_info.txt
h2o/inst/buildnum.txt
h2o/inst/java
h2o/inst/extdata
h2o/inst/extdata/housevotes.csv
h2o/inst/extdata/prostate_folder
h2o/inst/extdata/prostate_folder/prostate.p2.csv
h2o/inst/extdata/prostate_folder/prostate.p1.csv
h2o/inst/extdata/prostate_folder/prostate.p3.csv
h2o/inst/extdata/australia.csv
h2o/inst/extdata/iris_header.csv
h2o/inst/extdata/walking.csv
h2o/inst/extdata/iris.csv
h2o/inst/extdata/prostate.csv
h2o/inst/extdata/iris_wheader.csv
h2o/inst/branch.txt
h2o/NAMESPACE
h2o/demo
h2o/demo/h2o.prcomp.R
h2o/demo/h2o.glrm.R
h2o/demo/h2o.naiveBayes.R
h2o/demo/00Index
h2o/demo/h2o.glm.R
h2o/demo/h2o.randomForest.R
h2o/demo/h2o.anomaly.R
h2o/demo/h2o.gbm.R
h2o/demo/h2o.kmeans.R
h2o/demo/h2o.deeplearning.R
h2o/NEWS
h2o/R
h2o/R/classes.R h2o/R/connection.R h2o/R/pca.R h2o/R/word2vec.R h2o/R/frame.R h2o/R/models.R h2o/R/kmeans.R h2o/R/randomforest.R h2o/R/kvstore.R h2o/R/communication.R h2o/R/deepwater.R h2o/R/glm.R h2o/R/logging.R h2o/R/stackedensemble.R h2o/R/edicts.R h2o/R/import.R h2o/R/config.R h2o/R/locate.R h2o/R/parse.R h2o/R/gbm.R h2o/R/export.R h2o/R/deeplearning.R h2o/R/astfun.R h2o/R/constants.R h2o/R/glrm.R h2o/R/naivebayes.R h2o/R/grid.R h2o/R/datasets.R h2o/R/w2vutils.R h2o/R/svd.R h2o/R/zzz.R
h2o/MD5
h2o/DESCRIPTION
h2o/man
h2o/man/h2o.is_client.Rd h2o/man/h2o.naiveBayes.Rd h2o/man/aaa.Rd h2o/man/h2o.getGrid.Rd h2o/man/h2o.mean.Rd h2o/man/h2o.substring.Rd h2o/man/h2o.merge.Rd h2o/man/h2o.removeAll.Rd h2o/man/h2o.sub.Rd h2o/man/h2o.svd.Rd h2o/man/h2o.loadModel.Rd h2o/man/h2o.tabulate.Rd h2o/man/h2o.tot_withinss.Rd h2o/man/h2o.computeGram.Rd h2o/man/h2o.signif.Rd h2o/man/h2o.cross_validation_models.Rd h2o/man/h2o.sqrt.Rd h2o/man/H2OFrame.Rd h2o/man/h2o.cluster_sizes.Rd h2o/man/h2o.tan.Rd h2o/man/h2o.asfactor.Rd h2o/man/H2OGrid-class.Rd h2o/man/h2o.filterNACols.Rd h2o/man/iris.Rd h2o/man/h2o.ls.Rd h2o/man/h2o.exportHDFS.Rd h2o/man/h2o.cummax.Rd h2o/man/h2o.parseRaw.Rd h2o/man/Logical-or.Rd h2o/man/walking.Rd h2o/man/h2o.logAndEcho.Rd h2o/man/h2o.word2vec.Rd h2o/man/h2o.log10.Rd h2o/man/h2o.coef.Rd h2o/man/as.numeric.Rd h2o/man/h2o.log2.Rd h2o/man/h2o.ceiling.Rd h2o/man/h2o.table.Rd h2o/man/dim.H2OFrame.Rd h2o/man/h2o.cos.Rd h2o/man/h2o.cross_validation_predictions.Rd h2o/man/summary-H2OModel-method.Rd h2o/man/and-and.Rd h2o/man/h2o.cumsum.Rd h2o/man/h2o.makeGLMModel.Rd h2o/man/is.character.Rd h2o/man/h2o.entropy.Rd h2o/man/h2o.cosh.Rd h2o/man/h2o.day.Rd h2o/man/h2o.min.Rd h2o/man/h2o.weights.Rd h2o/man/h2o.assign.Rd h2o/man/h2o.max.Rd h2o/man/h2o.mean_residual_deviance.Rd h2o/man/h2o.download_pojo.Rd h2o/man/print.H2OFrame.Rd h2o/man/h2o.num_iterations.Rd h2o/man/h2o.std_coef_plot.Rd h2o/man/h2o.runif.Rd h2o/man/h2o.cross_validation_fold_assignment.Rd h2o/man/h2o.createFrame.Rd h2o/man/h2o.num_valid_substrings.Rd h2o/man/h2o.startLogging.Rd h2o/man/australia.Rd h2o/man/h2o.listTimezones.Rd h2o/man/h2o.randomForest.Rd h2o/man/h2o.na_omit.Rd h2o/man/h2o.nlevels.Rd h2o/man/as.vector.H2OFrame.Rd h2o/man/h2o.anomaly.Rd h2o/man/h2o.grep.Rd h2o/man/h2o.make_metrics.Rd h2o/man/h2o.centersSTD.Rd h2o/man/h2o.saveMojo.Rd h2o/man/h2o.centroid_stats.Rd h2o/man/h2o.sd.Rd h2o/man/h2o.networkTest.Rd h2o/man/h2o.kmeans.Rd h2o/man/h2o.clusterInfo.Rd h2o/man/h2o.interaction.Rd h2o/man/h2o.deepwater.Rd h2o/man/h2o.getId.Rd h2o/man/h2o.rbind.Rd h2o/man/h2o.scoreHistory.Rd h2o/man/h2o.removeVecs.Rd h2o/man/plot.H2OTabulate.Rd h2o/man/h2o.find_row_by_threshold.Rd h2o/man/h2o.giniCoef.Rd h2o/man/h2o.rmse.Rd h2o/man/use.package.Rd h2o/man/h2o.kurtosis.Rd h2o/man/h2o.partialPlot.Rd h2o/man/h2o.rstrip.Rd h2o/man/h2o.withinss.Rd h2o/man/h2o.gainsLift.Rd h2o/man/h2o.null_deviance.Rd h2o/man/as.character.H2OFrame.Rd h2o/man/h2o.hist.Rd h2o/man/h2o.hit_ratio_table.Rd h2o/man/h2o.median.Rd h2o/man/h2o.varimp_plot.Rd h2o/man/h2o.asnumeric.Rd h2o/man/h2o.sdev.Rd h2o/man/h2o.colnames.Rd h2o/man/H2OFrame-Extract.Rd h2o/man/h2o.downloadAllLogs.Rd h2o/man/h2o.show_progress.Rd h2o/man/h2o-package.Rd h2o/man/is.h2o.Rd h2o/man/is.numeric.Rd h2o/man/h2o.no_progress.Rd h2o/man/h2o.exp.Rd h2o/man/h2o.names.Rd h2o/man/h2o.deeplearning.Rd h2o/man/h2o.log.Rd h2o/man/h2o.mse.Rd h2o/man/h2o.cummin.Rd h2o/man/h2o.gsub.Rd h2o/man/print.H2OTable.Rd h2o/man/is.factor.Rd h2o/man/h2o.ischaracter.Rd h2o/man/h2o.trim.Rd h2o/man/h2o.cut.Rd h2o/man/h2o.rep_len.Rd h2o/man/as.matrix.H2OFrame.Rd h2o/man/h2o.getFutureModel.Rd h2o/man/h2o.trunc.Rd h2o/man/h2o.acos.Rd h2o/man/h2o.varimp.Rd h2o/man/h2o.glm.Rd h2o/man/h2o.diff.Rd h2o/man/h2o.insertMissingValues.Rd h2o/man/h2o.getConnection.Rd h2o/man/h2o.which.Rd h2o/man/h2o.year.Rd h2o/man/h2o.coef_norm.Rd h2o/man/h2o.nrow.Rd h2o/man/h2o.match.Rd h2o/man/h2o.range.Rd h2o/man/h2o.abs.Rd h2o/man/h2o.r2.Rd h2o/man/h2o.group_by.Rd h2o/man/h2o.sum.Rd h2o/man/h2o.tokenize.Rd h2o/man/h2o.reconstruct.Rd h2o/man/h2o.betweenss.Rd h2o/man/h2o.str.Rd h2o/man/h2o.hour.Rd h2o/man/h2o.levels.Rd h2o/man/h2o.aic.Rd h2o/man/h2o.residual_deviance.Rd h2o/man/h2o.mean_per_class_error.Rd h2o/man/h2o.clearLog.Rd h2o/man/h2o.clusterStatus.Rd h2o/man/prostate.Rd h2o/man/h2o.nchar.Rd h2o/man/h2o.connect.Rd h2o/man/h2o.performance.Rd h2o/man/h2o.unique.Rd h2o/man/h2o.scale.Rd h2o/man/as.h2o.Rd h2o/man/h2o.isfactor.Rd h2o/man/h2o.prcomp.Rd h2o/man/h2o.rmsle.Rd h2o/man/h2o.round.Rd h2o/man/h2o.downloadCSV.Rd h2o/man/h2o.metric.Rd h2o/man/h2o.skewness.Rd h2o/man/h2o.confusionMatrix.Rd h2o/man/h2o.dim.Rd h2o/man/h2o.setLevels.Rd h2o/man/h2o.kfold_column.Rd h2o/man/H2OModelMetrics-class.Rd h2o/man/h2o.transform.Rd h2o/man/range.H2OFrame.Rd h2o/man/h2o.getModel.Rd h2o/man/h2o.import_sql_table.Rd h2o/man/dimnames.H2OFrame.Rd h2o/man/h2o.isax.Rd h2o/man/h2o.cbind.Rd h2o/man/h2o.null_dof.Rd h2o/man/h2o.gbm.Rd h2o/man/zzz.Rd h2o/man/h2o.ascharacter.Rd h2o/man/h2o.lstrip.Rd h2o/man/h2o.week.Rd h2o/man/as.data.frame.H2OFrame.Rd h2o/man/h2o.impute.Rd h2o/man/housevotes.Rd h2o/man/h2o.splitFrame.Rd h2o/man/H2OConnection-class.Rd h2o/man/h2o.grid.Rd h2o/man/h2o.ifelse.Rd h2o/man/h2o.toupper.Rd h2o/man/h2o.auc.Rd h2o/man/h2o.mae.Rd h2o/man/h2o.clusterIsUp.Rd h2o/man/h2o.sin.Rd h2o/man/h2o.glrm.Rd h2o/man/h2o.proj_archetypes.Rd h2o/man/h2o.deepfeatures.Rd h2o/man/h2o.logloss.Rd h2o/man/h2o.any.Rd h2o/man/h2o.tolower.Rd h2o/man/h2o.importFile.Rd h2o/man/h2o.getTypes.Rd h2o/man/H2OModelFuture-class.Rd h2o/man/h2o.dayOfWeek.Rd h2o/man/H2OModel-class.Rd h2o/man/names.H2OFrame.Rd h2o/man/h2o.cumprod.Rd h2o/man/h2o.tanh.Rd h2o/man/h2o.findSynonyms.Rd h2o/man/h2o.find_threshold_by_max_metric.Rd h2o/man/h2o.print.Rd h2o/man/h2o.var.Rd h2o/man/H2OClusteringModel-class.Rd h2o/man/h2o.download_mojo.Rd h2o/man/h2o.getGLMFullRegularizationPath.Rd h2o/man/predict_leaf_node_assignment.H2OModel.Rd h2o/man/h2o.relevel.Rd h2o/man/h2o.head.Rd h2o/man/h2o.init.Rd h2o/man/apply.Rd h2o/man/predict.H2OModel.Rd h2o/man/summary-H2OGrid-method.Rd h2o/man/h2o.all.Rd h2o/man/h2o.dimnames.Rd h2o/man/ModelAccessors.Rd h2o/man/h2o.residual_dof.Rd h2o/man/h2o.totss.Rd h2o/man/h2o.biases.Rd h2o/man/h2o.as_date.Rd h2o/man/str.H2OFrame.Rd h2o/man/h2o.prod.Rd h2o/man/h2o.getFrame.Rd h2o/man/h2o.stopLogging.Rd h2o/man/h2o.openLog.Rd h2o/man/h2o.columns_by_type.Rd h2o/man/h2o.anyFactor.Rd h2o/man/h2o.import_sql_select.Rd h2o/man/h2o.deepwater.available.Rd h2o/man/h2o.nacnt.Rd h2o/man/h2o.getTimezone.Rd h2o/man/h2o.quantile.Rd h2o/man/h2o.isnumeric.Rd h2o/man/h2o.rm.Rd h2o/man/h2o.mktime.Rd h2o/man/h2o.getVersion.Rd h2o/man/h2o.setTimezone.Rd h2o/man/plot.H2OModel.Rd h2o/man/h2o.ncol.Rd h2o/man/h2o.cor.Rd h2o/man/h2o.saveModel.Rd h2o/man/as.factor.Rd h2o/man/h2o.cross_validation_holdout_predictions.Rd h2o/man/h2o.exportFile.Rd h2o/man/h2o.log1p.Rd h2o/man/h2o.shutdown.Rd h2o/man/h2o.summary.Rd h2o/man/h2o.parseSetup.Rd h2o/man/h2o.month.Rd h2o/man/h2o.dct.Rd h2o/man/h2o.centers.Rd h2o/man/colnames.Rd h2o/man/h2o.strsplit.Rd h2o/man/h2o.ddply.Rd h2o/man/h2o.describe.Rd h2o/man/h2o.arrange.Rd h2o/man/h2o.stackedEnsemble.Rd h2o/man/h2o.killMinus3.Rd h2o/man/h2o.floor.Rd

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