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01_Explainable_Artificial_Intelligence_(XAI)_Simple

Workflow

eXplainable Artificial Intelligence (XAI) - Simple

autoMLautomated machine learningguided analyticsintegrated deploymentXAIMLISHAPsurrogatepartial dependenceICEsmachine learning interpretability

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Nodes

01_Explainable_Artificial_Intelligence_(XAI)_Simple consists of the following 1553 nodes(s):

Column Filter (110) Streamable
Component Output (75)
Component Input (75)
Rule Engine Variable (72)
Column Rename (69) Streamable
~~Table Row to Variable~~ (58) Deprecated
Row Filter (53) Streamable
String Manipulation (Variable) (52)
Column Splitter (47) Streamable
Constant Value Column (44) Streamable
Breakpoint (37)
CASE Switch Data (End) (36)
CASE Switch Data (Start) (34)
Transpose (28)
Capture Workflow Start (27)
Capture Workflow End (27)
Joiner (26)
Column Rename (Regex) (25) Streamable
Inject Variables (Data) (24)
Column Appender (24) Streamable
RowID (24) Streamable
Model to Cell (22)
~~Variable to Table Row~~ (21) Deprecated
Extract Table Dimension (18)
Empty Table Switch (18)
Try (Data Ports) (15)
Catch Errors (Data Ports) (15)
Missing Value (15)
Integer Configuration (14)
Column List Loop Start (14)
Reference Column Filter (13) Streamable
Loop End (Column Append) (13)
GroupBy (13)
Table Row to Variable (12)
Loop End (12)
CASE Switch Variable (Start) (12)
Math Formula (11) Streamable
Column Selection Configuration (11)
Extract Table Spec (11)
Single Selection Configuration (11)
Merge Variables (11)
Rule Engine (11) Streamable
IF Switch (10)
Scorer (9)
Merge Variables (9)
Sorter (9)
Counter Generation (8)
X-Partitioner (8)
Parameter Optimization Loop Start (8)
Parameter Optimization Loop End (8)
Create Collection Column (7) Streamable
Concatenate (7) Streamable
CASE Switch Variable (End) (7)
Workflow Executor (6)
Math Formula (Variable) (6)
CASE Switch Model (End) (6)
Text Output Widget (6)
Extract Variables (Data) (5)
Column Appender (5) Streamable
Workflow Combiner (5)
Column Filter Configuration (5)
Domain Calculator (5)
Color Manager (5)
Cell To Model (5)
Denormalizer (4) Streamable
Table to H2O (4)
Extract Column Header (4)
Keras Dense Layer (4)
One to Many (PMML) (4)
Reference Row Splitter (4)
Table Row To Variable Loop Start (3)
Empty Table Creator (3)
Boolean Configuration (3)
String Manipulation (3) Streamable
Decision Tree Learner (3)
Math Formula (Multi Column) (3) Streamable
Reference Column Splitter (3) Streamable
Row Splitter (3) Streamable
k-Means (2)
Value Counter (2)
Normalizer (2)
Double To Int (2) Streamable
Reference Column Resorter (2) Streamable
Value Selection Configuration (2)
String Configuration (2)
XGBoost Tree Ensemble Learner (2)
XGBoost Predictor (2) Streamable
Random Forest Predictor (2) Streamable
Random Forest Learner (2)
RProp MLP Learner (2)
MultiLayerPerceptron Predictor (2) Streamable
Naive Bayes Predictor (2) Streamable
Naive Bayes Learner (2)
Column Resorter (2) Streamable
Logistic Regression Predictor (2)
Logistic Regression Learner (2)
Gradient Boosted Trees Predictor (2) Streamable
Gradient Boosted Trees Learner (2)
H2O to Table (2)
H2O Predictor (Classification) (2)
H2O Local Context (2)
H2O Generalized Linear Model Learner (2)
Column Aggregator (2) Streamable
Keras Network Learner (2)
Keras Network Executor (2) Streamable
Keras Reshape Layer (2)
Keras Input Layer (2)
Decision Tree Predictor (2)
End IF (2)
Partitioning (2)
PMML Transformation Apply (2) Streamable
Missing Value (Apply) (2)
Table Creator (2)
Violin Plot (Plotly) (1)
SHAP Loop Start (1)
SHAP Loop End (1)
Shuffle (1)
Missing Value Column Filter (1)
One to Many (1)
Row Sampling (1)
Cross Joiner (1) Streamable
Partial Dependence/ICE Plot (1)
Decision Tree View (JavaScript) (1)
Bubble Chart (Plotly) (1)
CSV Reader (1)
~~Table Column to Variable~~ (1) Deprecated
Multiple Selection Configuration (1)
Binary Classification Inspector (1)
Chunk Loop Start (1)
Many to One (1)
CASE Switch Model (Start) (1)
Normalizer Apply (PMML) (1) Streamable
Normalizer (PMML) (1)
Denormalizer (PMML) (1) Streamable
Table View (JavaScript) (1)
CSS Editor (1)
Bar Chart (1)
Split Collection Column (1)
Active Branch Inverter (1)

Plugins

01_Explainable_Artificial_Intelligence_(XAI)_Simple contains nodes provided by the following 16 plugin(s):

01_​Explainable_​Artificial_​Intelligence_​(XAI)_​Simple

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Nodes

Plugins

01_Explainable_Artificial_Intelligence_(XAI)_Simple