The H2OClusteringModel object.
Rename an H2O object.
Retrieve the Model Centers
Access H2O Confusion Matrices
Returns the Dimensions of a Parsed H2O Data Object.
Split H2O Dataset, Apply Function, and Return Results
Retrieve the Hit Ratios
Inserting Missing Values to an H2O DataFrame
# children <- list(c(paste0(',nAggs), unlist(lapply(aggs, function(l) { .args.to.ast(.args=l)}))))
Retrieve the GINI Coefficcient
H2O Median
Get a parse setup back for the staged data.
Split an H2O Data Set
Naive Bayes Model in H2O
String Split
Retrieve the variable importance.
Get the Within SS
Retrieve the model coefficeints
The H2OModel object.
Converts a Parsed H2O data into a Data Frame
as.character,H2OFrame-method
Convert H2O Data to Characters
Retrieve the AIC.
Get the between cluster sum of squares.
Build a Deep Learning Neural Network
Retrieve an H2O Connection
Feature Generation via H2O Deep Learning Model
KMeans Model in H2O
List Keys on an H2O Cluster
Replicate Elements of Vectors or Lists into H2O
Get the total within cluster sum of squares.
To Lower
Retrieve the respective weight matrix
The H2OConnection class.
S4 Group Generic Functions for H2O
The H2OW2V object.
The H2ORawData class.
Retrieve the AUC
Starting H2O For examples
Check H2OFrame columns for factors
Return the respective bias vector
Combine H2O Datasets by Columns
colnames<-,H2OFrame,H2OFrame-method
Returns Column Names for a Parsed H2O Data Object.
Determine if an H2O cluster is up or not
Export a H2OFrame to HDFS
Filter NA Coluns
Resolve a GLM H2O Futures Model
Group and Apply by Column
Dump the stack into the JVM's stdout.
Returns the Length of a Parsed H2O Data Object.
Initialize and Connect to H2O
Retrieve the Log Loss Value
Convert Milliseconds to Months in H2O Datasets
Retrieves Mean Squared Error Value
Remake an H2O GLM Model
Retrieve the null deviance
Principal Components Analysis
Build a Big Data Random Forest Model
Set the Time Zone on the H2O Cloud
Retrieve the residual degrees of freedom
Transform Columns in an H2OFrame Object.
Singular Value Decomposition
Get the total sum of squares.
is.factor,H2OFrame-method
Is H2O Data Frame column a enum
Convert Milliseconds to Week of Week Year in H2O Datasets
Subsetting an H2O Frame
The ASTNode class.
The H2OObject class
Extract or Replace Parts of an H2OFrame Object
Apply on H2O Datasets
as.numeric,H2OFrame-method
Convert H2O Data to Numeric
as.factor,H2OFrame-method
Convert H2O Data to Factors
Retrieve the centroid statistics
Data Frame Creation in H2O
Download H2O Log Files to Disk
String Global Substitute
Merge Two H2O Data Frames
H2O Model Metric Accessor Functions
Shut Down H2O Instance
Summarizes the columns of a H2O data frame.
Generalized Low Rank Model
The Number of Rows/Columns of an H2O Dataset
H2O R Interface
Retrieve the Model Centers STD
H2O Future Model
Convert Milliseconds to Day of Month in H2O Datasets
Gradient Boosted Machines
List all of the Time Zones Acceptable by the H2O Cloud.
View H2O R Logs
Combine H2O Datasets by Rows
Start Writing H2O R Logs
Deprecated Script Shim
Stop Writing H2O R Logs
Apply Over a List in H2O
Print method for H2OTable objects
Predict on an H2O Model
Mean of a column
The H2OModelMetrics Object.
as.environment,H2OFrame-method
Convert H2O Data to an R Enviornment
Anomaly Detection via H2O Deep Learning Model
Get an R Reference to an H2O Dataset
Import Files into H2O
Convert Milliseconds to Hour of Day in H2O Datasets
Return the levels from the column requested column.
Return the number of levels in the column.
Categorical Interaction Feature Creation in H2O
Retrieve the null degrees of freedom
Retrieve the residual deviance
Convert Milliseconds to Years in H2O Datasets
Trim Space
Print the Model Summary
Retrieve the number of iterations.
Start an H2O Generalized Linear Model Job
Standard Deviation of a column of data.
Convert Milliseconds to Day of Week in H2O Datasets
The Node class.
Export an H2O Data Frame to a File
Download the Scoring POJO of An H2O Model
Compute A Histgram
H2O Data Parsing
Quantiles of H2O Data Frame.
Set a Factor Column to a Level
Retrieve Model Score History
Produe a Vector of Random Uniform Numbers
To Upper
String Substitute
R data.frame -> H2OFrame
Print H2O cluster info
Cut H2O Numeric Data to Factor
H2O Apply Conditional Statement
Get the Time Zone on the H2O Cloud
View Network Traffic Speed
Model Performance Metrics in H2O
Retrieve the R2 value
Save an H2O Model Object to Disk
Variance of a column.
Delete All H2O R Logs
Accessor Methods for H2OModel Object
Load H2O Model from HDFS or Local Disk
Return the status of the cluster
Delete Objects In H2O
Download H2O Data to Disk
Return the Head or Tail of an H2O Dataset.
Remove All Objects on the H2O Cluster
The H2OFrame class
Retrieve the cluster sizes
Set Levels of H2O Factor Column
Retrieve the normalized coefficients
Delete Columns from a H2OFrame
Shutting down H2O for examples
Get an R reference to an H2O model
Log a message on the server-side logs
Scaling and Centering of an H2O Frame
Cross Tabulation and Table Creation in H2O
Describe an H2OFrame object
H2O Generalized Linear Models
Value Matching in H2O