Hugging Face

Operators in the Hugging Face category

Operators

Operator	Description
Hugging Face Iris Logistic Regression	Predict whether an iris is an Iris-setosa using a pre-trained logistic regression model
Hugging Face Sentiment Analysis	Analyzing Sentiments with a Twitter-Based Model from Hugging Face
Hugging Face Spam Detection	Spam Detection by SMS Spam Detection Model from Hugging Face
Hugging Face Text Summarization	Summarize the given text content with a mini2bert pre-trained model from Hugging Face

Total: 4 operators

Predict whether an iris is an Iris-setosa using a pre-trained logistic regression model

Property	Requirement	Type	Default	Description
Petal Length Cm Attribute	✓	String	-	Attribute in your dataset corresponding to PetalLengthCm
Petal Width Cm Attribute	✓	String	-	Attribute in your dataset corresponding to PetalWidthCm
Prediction Class Name	✓	String	Species_prediction	Output attribute name for the predicted class of species
Prediction Probability Name	✓	String	Species_probability	Output attribute name for the prediction’s probability of being a Iris-setosa

Port	Mode
0	Set Snapshot

Analyzing Sentiments with a Twitter-Based Model from Hugging Face

Property	Requirement	Type	Default	Description
Attribute	✓	String	-	Column to perform sentiment analysis on
Positive Result Attribute	✓	String	huggingface_sentiment_positive	Column name of the sentiment analysis result (positive)
Neutral Result Attribute	✓	String	huggingface_sentiment_neutral	Column name of the sentiment analysis result (neutral)
Negative Result Attribute	✓	String	huggingface_sentiment_negative	Column name of the sentiment analysis result (negative)

Port	Mode
0	Set Snapshot

Spam Detection by SMS Spam Detection Model from Hugging Face

Property	Requirement	Type	Default	Description
Attribute	✓	String	-	Column to perform spam detection on
Spam Result Attribute	✓	String	is_spam	Column name of whether spam or not
Score Result Attribute	✓	String	score	Column name of Probability for classification

Port	Mode
0	Set Snapshot

Summarize the given text content with a mini2bert pre-trained model from Hugging Face

Property	Requirement	Type	Default	Description
Attribute	✓	String	-	Attribute to perform text summarization on
Result Attribute Name		String	summary	Attribute name of the text summary result

Port	Mode
0	Set Snapshot