RDocumentation
Moon
Search all packages and functions
⚠️
There's a newer version (3.32.1.3) of this package.
Take me there.
Readme not available 😞
Copy Link
Copy
Link to current version
Version
Version
3.32.1.3
3.32.1.2
3.32.0.1
3.30.1.3
3.30.1.2
3.30.0.1
3.28.0.4
3.28.0.2
3.26.0.2
3.24.0.5
3.22.1.1
3.20.0.8
3.20.0.2
3.18.0.11
3.18.0.8
3.16.0.2
3.16.0.1
3.14.0.3
3.10.5.3
3.10.5.2
3.10.4.6
3.10.4.4
3.10.3.6
3.10.3.3
3.10.2.2
3.10.0.8
3.8.3.3
3.8.2.6
3.8.1.3
3.6.0.8
3.2.0.3
3.2.0.1
3.0.0.30
3.0.0.22
2.8.4.4
2.8.1.1
2.4.3.11
Down Chevron
Install
install.packages('h2o')
Monthly Downloads
37,309
Version
3.30.0.1
License
Apache License (== 2.0)
Issues
0
Pull Requests
134
Stars
5,377
Forks
1,848
Repository
https://github.com/h2oai/h2o-3
Maintainer
Erin LeDell
Last Published
April 9th, 2020
Functions in h2o (3.30.0.1)
Search functions
H2ONode-class
The H2ONode class.
.h2o.__MODELS
Model Endpoint
H2OLeafNode-class
The H2OLeafNode class.
.collapse
Helper Collapse Function
H2OSegmentModelsFuture-class
H2O Future Segment Models
apply
Apply on H2O Datasets
as.character.H2OFrame
Convert an H2OFrame to a String
H2OCoxPHModelSummary-class
The H2OCoxPHModelSummary object.
H2OSplitNode-class
The H2OSplitNode class.
H2OSegmentModels-class
H2O Segment Models
.h2o.__ALL_CAPABILITIES
Capabilities endpoints
H2OTree-class
The H2OTree class.
colnames
Returns the column names of an H2OFrame
as.data.frame.H2OFrame
Converts parsed H2O data into an R data frame
as.data.frame.H2OSegmentModels
Converts a collection of Segment Models to a data.frame
Keyed-class
Virtual Keyed class
dim.H2OFrame
Returns the Dimensions of an H2OFrame
.h2o.__DKV
Removal Endpoints
H2OModelFuture-class
H2O Future Model
H2OModelMetrics-class
The H2OModelMetrics Object.
.h2o.__FRAMES
Inspect/Summary Endpoints
H2OModel-class
The H2OModel object.
.h2o.__MODEL_BUILDERS
Model Builder Endpoint Generator
ModelAccessors
Accessor Methods for H2OModel Object
Logical-or
Logical or for H2OFrames
as.matrix.H2OFrame
Convert an H2OFrame to a matrix
aaa
Starting H2O For examples
.h2o.__REST_API_VERSION
H2O Package Constants
&&
Logical and for H2OFrames
h2o.aucpr
Retrieve the AUCPR (Area Under Precision Recall Curve)
dimnames.H2OFrame
Column names of an H2OFrame
h2o.automl
Automatic Machine Learning
.h2o.doRawPOST
Perform a low-level HTTP POST operation on an H2O instance
.h2o.__CREATE_FRAME
H2OFrame Manipulation
.addParm
TODO: No objects in this file are being used. Either remove file or use objects.
.verify_dataxy
Used to verify data, x, y and turn into the appropriate things
.h2o.__PARSE_SETUP
Parse Endpoints
as.numeric
Convert H2O Data to Numeric
feature_frequencies.H2OModel
Retrieve the number of occurrences of each feature for given observations Available for GBM, Random Forest and Isolation Forest models.
h2o.aggregated_frame
Retrieve an aggregated frame from an Aggregator model
h2o.aic
Retrieve the Akaike information criterion (AIC) value
as.h2o
Create H2OFrame
as.factor
Convert H2O Data to Factors
as.vector.H2OFrame
Convert an H2OFrame to a vector
australia
Australia Coastal Data
.h2o.__DECRYPTION_SETUP
Decryption Endpoints
.h2o.__EXPORT_FILES
Export Files Endpoint Generator
h2o.assign
Rename an H2O object.
.h2o.doPOST
Just like doRawPOST but fills in the default h2oRestApiVersion if none is provided
h2o.betweenss
Get the between cluster sum of squares
h2o.biases
Return the respective bias vector
h2o.auc
Retrieve the AUC
h2o.aggregator
Build an Aggregated Frame
.h2o.__JOBS
Administrative Endpoints
.h2o.__checkConnectionHealth
Check H2O Server Health
h2o.centers
Retrieve the Model Centers
.h2o.__IMPORT
Import/Export Endpoints
.h2o.__SEGMENT_MODELS_BUILDERS
Segment Models Builder Endpoint Generator
.h2o.doGET
Just like doRawGET but fills in the default h2oRestApiVersion if none is provided
.h2o.is_progress
Check if Progress Bar is Enabled
.h2o.doSafePOST
Perform a safe (i.e. error-checked) HTTP POST request to an H2O cluster.
.h2o.__LOGANDECHO
Log and Echo Endpoint
.h2o.doRawGET
Perform a low-level HTTP GET operation on an H2O instance
generate_col_ind
CHeck to see if the column names/indices entered is valid for the dataframe given. This is an internal function
.h2o.doSafeGET
Perform a safe (i.e. error-checked) HTTP GET request to an H2O cluster.
h2o.gainsLift
Access H2O Gains/Lift Tables
h2o.clusterInfo
Print H2O cluster info
h2o.createFrame
Data H2OFrame Creation in H2O
h2o.clearLog
Delete All H2O R Logs
.pkg.env
The H2O Package Environment
get_seed.H2OModel
Get the seed from H2OModel which was used during training. If a user does not set the seed parameter before training, the seed is autogenerated. It returns seed as the string if the value is bigger than the integer. For example, an autogenerated seed is always long so that the seed in R is a string.
h2o.cumsum
Return the cumulative sum over a column or across a row
h2o.cross_validation_fold_assignment
Retrieve the cross-validation fold assignment
h2o.cut
Cut H2O Numeric Data to Factor
.skip_if_not_developer
H2O <-> R Communication and Utility Methods
.h2o.__W2V_SYNONYMS
Word2Vec Endpoints
h2o.download_pojo
Download the Scoring POJO (Plain Old Java Object) of an H2O Model
h2o.dim
Returns the number of rows and columns for an H2OFrame object.
h2o.exportHDFS
Export a Model to HDFS
h2o.difflag1
Conduct a lag 1 transform on a numeric H2OFrame column
h2o.fillna
fillNA
h2o-package
H2O R Interface
h2o.floor
Take a single numeric argument and return a numeric vector with the largest integers
h2o.HGLMMetrics
Retrieve HGLM ModelMetrics
h2o.flow
Open H2O Flow
h2o.getGLMFullRegularizationPath
Extract full regularization path from a GLM model
h2o.abs
Compute the absolute value of x
h2o.anomaly
Anomaly Detection via H2O Deep Learning Model
h2o.getFrame
Get an R Reference to an H2O Dataset, that will NOT be GC'd by default
h2o.all
Given a set of logical vectors, are all of the values true?
h2o.acos
Compute the arc cosine of x
.h2o.__RAPIDS
Rapids Endpoint
.h2o.primitives
Map of operations known to H2O
h2o.centersSTD
Retrieve the Model Centers STD
h2o.centroid_stats
Retrieve centroid statistics
h2o.coef_norm
Return coefficients fitted on the standardized data (requires standardize = True, which is on by default). These coefficients can be used to evaluate variable importance.
h2o.any
Given a set of logical vectors, is at least one of the values true?
h2o.colnames
Return column names of an H2OFrame
h2o.as_date
Convert between character representations and objects of Date class
.h2o.locate
Locate a file given the pattern <bucket>/<path/to/file> e.g. h2o:::.h2o.locate("smalldata/iris/iris22.csv") returns the absolute path to iris22.csv
h2o.columns_by_type
Obtain a list of columns that are specified by `coltype`
h2o.genericModel
Imports a model under given path, creating a Generic model with it.
h2o.cross_validation_holdout_predictions
Retrieve the cross-validation holdout predictions
h2o.bottomN
H2O bottomN
h2o.ascharacter
Convert H2O Data to Characters
h2o.is_client
Check Client Mode Connection
h2o.get_leaderboard
Retrieve the leaderboard from the AutoML instance.
h2o.cbind
Combine H2O Datasets by Columns
h2o.import_sql_select
Import SQL table that is result of SELECT SQL query into H2O
h2o.get_ntrees_actual
Retrieve actual number of trees for tree algorithms
h2o.cluster_sizes
Retrieve the cluster sizes
h2o.import_sql_table
Import SQL Table into H2O
h2o.coef
Return the coefficients that can be applied to the non-standardized data.
h2o.ceiling
Take a single numeric argument and return a numeric vector with the smallest integers
h2o.arrange
Sorts an H2O frame by columns
h2o.asfactor
Convert H2O Data to Factors
h2o.cross_validation_models
Retrieve the cross-validation models
h2o.clusterIsUp
Determine if an H2O cluster is up or not
h2o.cummin
Return the cumulative min over a column or across a row
h2o.describe
H2O Description of A Dataset
h2o.anyFactor
Check H2OFrame columns for factors
h2o.grid
H2O Grid Support
h2o.cosh
Compute the hyperbolic cosine of x
h2o.asnumeric
Convert H2O Data to Numerics
h2o.coxph
Trains a Cox Proportional Hazards Model (CoxPH) on an H2O dataset
h2o.cos
Compute the cosine of x
h2o.cumprod
Return the cumulative product over a column or across a row
h2o.cor
Correlation of columns.
h2o.downloadAllLogs
Download H2O Log Files to Disk
h2o.clusterStatus
Return the status of the cluster
h2o.cross_validation_predictions
Retrieve the cross-validation predictions
h2o.cummax
Return the cumulative max over a column or across a row
h2o.confusionMatrix
Access H2O Confusion Matrices
h2o.list_api_extensions
List registered API extensions
h2o.isax
iSAX
h2o.list_core_extensions
List registered core extensions
h2o.dct
Compute DCT of an H2OFrame
h2o.entropy
Shannon entropy
h2o.downloadCSV
Download H2O Data to Disk
h2o.computeGram
Compute weighted gram matrix.
h2o.getGrid
Get a grid object from H2O distributed K/V store.
h2o.hit_ratio_table
Retrieve the Hit Ratios
h2o.get_segment_models
Retrieves an instance of
'>H2OSegmentModels for a given id.
h2o.deepfeatures
Feature Generation via H2O Deep Learning
h2o.quantile
Quantiles of H2O Frames.
h2o.decryptionSetup
Setup a Decryption Tool
h2o.connect
Connect to a running H2O instance.
h2o.filterNACols
Filter NA Columns
h2o.ddply
Split H2O Dataset, Apply Function, and Return Results
h2o.make_metrics
Create Model Metrics from predicted and actual values in H2O
h2o.list_jobs
Return list of jobs performed by the H2O cluster
h2o.match
Value Matching in H2O
h2o.download_model
Download the model in binary format. The owner of the file saved is the user by which python session was executed.
h2o.dayOfWeek
Convert Milliseconds to Day of Week in H2O Datasets
h2o.day
Convert Milliseconds to Day of Month in H2O Datasets
h2o.gam
Fit a General Additive Model
h2o.head
Return the Head or Tail of an H2O Dataset.
h2o.deeplearning
Build a Deep Neural Network model using CPUs
h2o.mean_residual_deviance
Retrieve the Mean Residual Deviance value
h2o.loadGrid
Loads previously saved grid with all it's models from the same folder
h2o.impute
Basic Imputation of H2O Vectors
h2o.dimnames
Column names of an H2OFrame
h2o.findSynonyms
Find synonyms using a word2vec model.
h2o.distance
Compute a pairwise distance measure between all rows of two numeric H2OFrames.
h2o.getModel
Get an R reference to an H2O model
h2o.getModelTree
Fetchces a single tree of a H2O model. This function is intended to be used on Gradient Boosting Machine models or Distributed Random Forest models.
h2o.generic
Imports a generic model into H2O. Such model can be used then used for scoring and obtaining additional information about the model. The imported model has to be supported by H2O.
h2o.glm
Fit a generalized linear model
h2o.glrm
Generalized low rank decomposition of an H2O data frame
h2o.download_mojo
Download the model in MOJO format.
h2o.gbm
Build gradient boosted classification or regression trees
h2o.median
H2O Median
h2o.getVersion
Get h2o version
h2o.ifelse
H2O Apply Conditional Statement
h2o.isolationForest
Trains an Isolation Forest model
h2o.exportFile
Export an H2O Data Frame (H2OFrame) to a File or to a collection of Files.
h2o.exp
Compute the exponential function of x
h2o.importFile
Import Files into H2O
h2o.mojo_predict_df
H2O Prediction from R without having H2O running
h2o.kmeans
Performs k-means clustering on an H2O dataset
h2o.hour
Convert Milliseconds to Hour of Day in H2O Datasets
h2o.getId
Get back-end distributed key/value store id from an H2OFrame.
h2o.giniCoef
Retrieve the GINI Coefficcient
h2o.melt
Converts a frame to key-value representation while optionally skipping NA values. Inverse operation to h2o.pivot.
h2o.getConnection
Retrieve an H2O Connection
h2o.merge
Merge Two H2O Data Frames
h2o.grep
Search for matches to an argument pattern
h2o.keyof
Method on
Keyed
objects allowing to obtain their key.
h2o.isnumeric
Check if numeric
h2o.hist
Compute A Histogram
h2o.get_automl
Get an R object that is a subclass of
'>H2OAutoML
h2o.kfold_column
Produce a k-fold column vector.
h2o.find_row_by_threshold
Find the threshold, give the max metric. No duplicate thresholds allowed
h2o.killMinus3
Dump the stack into the JVM's stdout.
h2o.partialPlot
Partial Dependence Plots
h2o.find_threshold_by_max_metric
Find the threshold, give the max metric
h2o.ischaracter
Check if character
h2o.init
Initialize and Connect to H2O
h2o.ls
List Keys on an H2O Cluster
h2o.std_coef_plot
Plot Standardized Coefficient Magnitudes
h2o.getTypes
Get the types-per-column
h2o.getTimezone
Get the Time Zone on the H2O cluster Returns a string
h2o.logloss
Retrieve the Log Loss Value
h2o.print
Print An H2OFrame
h2o.group_by
Group and Apply by Column
h2o.mse
Retrieves Mean Squared Error Value
h2o.log2
Compute the log2 of x
h2o.ncol
Return the number of columns present in x.
h2o.networkTest
View Network Traffic Speed
h2o.removeVecs
Delete Columns from an H2OFrame
h2o.removeAll
Remove All Objects on the H2O Cluster
h2o.na_omit
Remove Rows With NAs
h2o.max
Returns the maxima of the input values.
h2o.performance
Model Performance Metrics in H2O
h2o.prod
Return the product of all the values present in its arguments.
h2o.nacnt
Count of NAs per column
h2o.nrow
Return the number of rows present in x.
h2o.isfactor
Check if factor
h2o.residual_deviance
Retrieve the residual deviance
h2o.range
Returns a vector containing the minimum and maximum of all the given arguments.
h2o.num_iterations
Retrieve the number of iterations.
h2o.naiveBayes
Compute naive Bayes probabilities on an H2O dataset.
h2o.null_dof
Retrieve the null degrees of freedom
h2o.randomForest
Build a Random Forest model
h2o.gsub
String Global Substitute
h2o.kurtosis
Kurtosis of a column
h2o.levels
Return the levels from the column requested column.
h2o.startLogging
Start Writing H2O R Logs
h2o.logAndEcho
Log a message on the server-side logs
h2o.saveGrid
Saves an existing Grid of models into a given folder.
h2o.rmse
Retrieves Root Mean Squared Error Value
h2o.rm
Delete Objects In H2O
h2o.residual_dof
Retrieve the residual degrees of freedom
h2o.show_progress
Enable Progress Bar
h2o.rmsle
Retrieve the Root Mean Squared Log Error
h2o.loadModel
Load H2O Model from HDFS or Local Disk
h2o.import_mojo
Imports a MOJO under given path, creating a Generic model with it.
h2o.import_hive_table
Import Hive Table into H2O
h2o.makeGLMModel
Set betas of an existing H2O GLM Model
h2o.num_valid_substrings
Count of substrings >= 2 chars that are contained in file
h2o.set_s3_credentials
Creates a new Amazon S3 client internally with specified credentials.
h2o.runif
Produce a Vector of Random Uniform Numbers
h2o.tanh
Compute the hyperbolic tangent of x
h2o.insertMissingValues
Insert Missing Values into an H2OFrame
h2o.interaction
Categorical Interaction Feature Creation in H2O
h2o.lstrip
Strip set from left
h2o.log
Compute the logarithm of x
h2o.listTimezones
List all of the Time Zones Acceptable by the H2O cluster.
h2o.list_all_extensions
List all H2O registered extensions
h2o.log10
Compute the log10 of x
h2o.mean_per_class_error
Retrieve the mean per class error
h2o.mean
Compute the frame's mean by-column (or by-row).
h2o.log1p
Compute the log1p of x
h2o.mae
Retrieve the Mean Absolute Error Value
h2o.mktime
Compute msec since the Unix Epoch
h2o.stopLogging
Stop Writing H2O R Logs
h2o.mojo_predict_csv
H2O Prediction from R without having H2O running
h2o.shutdown
Shut Down H2O Instance
h2o.str
Display the structure of an H2OFrame object
h2o.transform
Use H2O Transformation model and apply the underlying transformation
h2o.setTimezone
Set the Time Zone on the H2O cluster
h2o.month
Convert Milliseconds to Months in H2O Datasets
h2o.names
Column names of an H2OFrame
h2o.pivot
Pivot a frame
h2o.sd
Standard Deviation of a column of data.
h2o.nchar
String length
h2o.sum
Compute the frame's sum by-column (or by-row).
h2o.summary
Summarizes the columns of an H2OFrame.
h2o.no_progress
Disable Progress Bar
h2o.parseRaw
H2O Data Parsing
h2o.rep_len
Replicate Elements of Vectors or Lists into H2O
h2o.min
Returns the minima of the input values.
h2o.nlevels
Get the number of factor levels for this frame.
h2o.metric
H2O Model Metric Accessor Functions
h2o.week
Convert Milliseconds to Week of Week Year in H2O Datasets
h2o.null_deviance
Retrieve the null deviance
h2o.proj_archetypes
Convert Archetypes to Features from H2O GLRM Model
h2o.prcomp
Principal component analysis of an H2O data frame
is.h2o
Is H2O Frame object
iris
Edgar Anderson's Iris Data
h2o.target_encode_apply
Apply Target Encoding Map to Frame
h2o.psvm
Trains a Support Vector Machine model on an H2O dataset
h2o.openLog
View H2O R Logs
h2o.target_encode_create
Create Target Encoding Map
h2o.parseSetup
Get a parse setup back for the staged data.
h2o.predict
Predict on an H2O Model
h2o.tolower
Convert strings to lowercase
h2o.rstrip
Strip set from right
h2o.r2
Retrieve the R2 value
h2o.topN
H2O topN
h2o.strsplit
String Split
h2o.rank_within_group_by
This function will add a new column rank where the ranking is produced as follows: 1. sorts the H2OFrame by columns sorted in by columns specified in group_by_cols and sort_cols in the directions specified by the ascending for the sort_cols. The sort directions for the group_by_cols are ascending only. 2. A new rank column is added to the frame which will contain a rank assignment performed next. The user can choose to assign a name to this new column. The default name is New_Rank_column. 3. For each groupby groups, a rank is assigned to the row starting from 1, 2, ... to the end of that group. 4. If sort_cols_sorted is TRUE, a final sort on the frame will be performed frame according to the sort_cols and the sort directions in ascending. If sort_cols_sorted is FALSE (by default), the frame from step 3 will be returned as is with no extra sort. This may provide a small speedup if desired.
h2o.unique
H2O Unique
h2o.predict_json
H2O Prediction from R without having H2O running
h2o.relevel
Reorders levels of an H2O factor, similarly to standard R's relevel.
h2o.reconstruct
Reconstruct Training Data via H2O GLRM Model
staged_predict_proba.H2OModel
Predict class probabilities at each stage of an H2O Model
h2o.target_encode_fit
Deprecated API. Please use h2o.targetencoder model instead.
h2o.rbind
Combine H2O Datasets by Rows
h2o.saveMojo
Save an H2O Model Object as Mojo to Disk
h2o.upload_mojo
Imports a MOJO from a local filesystem, creating a Generic model with it.
h2o.transform_word2vec
Transform words (or sequences of words) to vectors using a word2vec model.
h2o.upload_model
Upload a binary model from the provided local path to the H2O cluster. (H2O model can be saved in a binary form either by saveModel() or by download_model() function.)
h2o.varsplits
Retrieve per-variable split information for a given Isolation Forest model. Output will include: - count - The number of times a variable was used to make a split. - aggregated_split_ratios - The split ratio is defined as "abs(#left_observations - #right_observations) / #before_split". Even splits (#left_observations approx the same as #right_observations) contribute less to the total aggregated split ratio value for the given feature; highly imbalanced splits (eg. #left_observations >> #right_observations) contribute more. - aggregated_split_depths - The sum of all depths of a variable used to make a split. (If a variable is used on level N of a tree, then it contributes with N to the total aggregate.)
h2o.scoreHistory
Retrieve Model Score History
h2o.var
Variance of a column or covariance of columns.
is.character
Check if character
h2o.sdev
Retrieve the standard deviations of principal components
h2o.scale
Scaling and Centering of an H2OFrame
h2o.setLevels
Set Levels of H2O Factor Column
h2o.stringdist
Compute element-wise string distances between two H2OFrames
h2o.round
Round doubles/floats to the given number of decimal places.
h2o.table
Cross Tabulation and Table Creation in H2O
h2o.saveModel
Save an H2O Model Object to Disk
h2o.signif
Round doubles/floats to the given number of significant digits.
h2o.saveModelDetails
Save an H2O Model Details
h2o.svd
Singular value decomposition of an H2O data frame using the power method
h2o.skewness
Skewness of a column
h2o.which
Which indices are TRUE?
h2o.sin
Compute the sine of x
h2o.xgboost
Build an eXtreme Gradient Boosting model
h2o.splitFrame
Split an H2O Data Set
print.H2OTable
Print method for H2OTable objects
is.factor
Check if factor
h2o.xgboost.available
Determines whether an XGBoost model can be built
str.H2OFrame
Display the structure of an H2OFrame object
predict_leaf_node_assignment.H2OModel
Predict the Leaf Node Assignment on an H2O Model
print.H2OFrame
Print An H2OFrame
plot.H2OTabulate
Plot an H2O Tabulate Heatmap
h2o.sub
String Substitute
h2o.substring
Substring
h2o.train_segments
H2O Segmented-Data Bulk Model Training
h2o.toFrame
Convert a word2vec model into an H2OFrame
h2o.transform,H2OWordEmbeddingModel-method
Transform words (or sequences of words) to vectors using a word2vec model.
predict.H2OAutoML
Predict on an AutoML object
h2o.tokenize
Tokenize String
h2o.varimp_plot
Plot Variable Importances
h2o.transform,H2OTargetEncoderModel-method
Applies target encoding to a given dataset
h2o.tabulate
Tabulation between Two Columns of an H2OFrame
h2o.stackedEnsemble
Builds a Stacked Ensemble
h2o.sqrt
Compute the square root of x
summary,H2OGrid-method
Format grid object in user-friendly way
summary,H2OCoxPHModel-method
Summary method for H2OCoxPHModel objects
h2o.target_encode_transform
Deprecated API. Please use h2o.targetencoder model instead. Transform Frame by Target Encoding Map
h2o.which_max
Which indice contains the max value?
h2o.tan
Compute the tangent of x
h2o.trunc
Truncate values in x toward 0
h2o.year
Convert Milliseconds to Years in H2O Datasets
housevotes
United States Congressional Voting Records 1984
is.numeric
Check if numeric
range.H2OFrame
Range of an H2O Column
h2o.weights
Retrieve the respective weight matrix
h2o.targetencoder
Transformation of a categorical variable with a mean value of the target variable
h2o.toupper
Convert strings to uppercase
h2o.varimp
Retrieve the variable importance.
h2o.totss
Get the total sum of squares.
h2o.tot_withinss
Get the total within cluster sum of squares.
names.H2OFrame
Column names of an H2OFrame
h2o.trim
Trim Space
h2o.withinss
Get the Within SS
h2o.which_min
Which index contains the min value?
scale
Scaling and Centering of an H2OFrame
length,H2OTree-method
Overrides the behavior of length() function on H2OTree class. Returns number of nodes in an
H2OTree
h2o.word2vec
Trains a word2vec model on a String column of an H2O data frame
summary,H2OModel-method
Print the Model Summary
walking
Muscular Actuations for Walking Subject
plot.H2OModel
Plot an H2O Model
use.package
Use optional package
predict_contributions.H2OModel
Predict feature contributions - SHAP values on an H2O Model (only GBM and XGBoost models).
predict.H2OModel
Predict on an H2O Model
zzz
Shutdown H2O cluster after examples run
prostate
Prostate Cancer Study
H2OCoxPHModel-class
The H2OCoxPHModel object.
Ops.H2OFrame
S3 Group Generic Functions for H2O
H2OGrid-class
H2O Grid
H2OClusteringModel-class
The H2OClusteringModel object.
H2OAutoML-class
The H2OAutoML class
H2OConnection-class
The H2OConnection class.
H2OFrame-class
The H2OFrame class
H2OFrame-Extract
Extract or Replace Parts of an H2OFrame Object
.h2o.__MODEL_METRICS
Model Metrics Endpoint
H2OConnectionMutableState
The H2OConnectionMutableState class