.SVM File Extension

Support Vector Machine Model File

The SVM file extension is an image format developed by Apache Software Foundation for Apache OpenOffice. It contains a signature and binary data comprising an image. The SVM format was created for Sta...

General Information

Title SVM File Extension
Extension .svm
Full Form Support Vector Machine Model File
File Type Machine Learning Model File
Developer Various
MIME Type application/octet-stream

File Function

Primary Function Store model
Additional Functions Data classification, Regression
Features Model parameters, Support vectors

File Characteristics

Quality High accuracy
Supports Layers N/A
Supports Transparency N/A
Editable Indirectly

Use Cases

Machine Learning Yes
Pattern Recognition Yes
Data Mining Yes

Security and Practices

Security Risks Data leakage
Best Practices Data anonymization, Model validation

Historical/Version Information

Initial Release Varies by software
Latest Version Depends on library

Associated Types

Similar Extensions .model, .pkl, .joblib

Software Compatibility

Software Usage Policy OS Compatibility
LIBSVM Free Cross-platform
Scikit-learn Free Windows, Mac, Linux
WEKA Free Windows, Mac, Linux