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