The LIBSVM guide states that data sets should be scaled to a certain range before running SVM on them. In Appendix B of the guide, they show a LIBSVM function svm-scale that does the scaling. Is there an equivalent function for SVMlight?
Is there a scaling function in SVMlight?
206 Views Asked by Cheshie At
1
There are 1 best solutions below
Related Questions in MACHINE-LEARNING
- How to cluster a set of strings?
- Enforcing that inputs sum to 1 and are contained in the unit interval in scikit-learn
- scikit-learn preperation
- Spark MLLib How to ignore features when training a classifier
- Increasing the efficiency of equipment using Amazon Machine Learning
- How to interpret scikit's learn confusion matrix and classification report?
- Amazon Machine Learning for sentiment analysis
- What Machine Learning algorithm would be appropriate?
- LDA generated topics
- Spectral clustering with Similarity matrix constructed by jaccard coefficient
- Speeding up Viterbi execution
- Memory Error with Classifier fit and partial_fit
- How to find algo type(regression,classification) in Caret in R for all algos at once?
- Difference between weka tool's correlation coefficient and scikit learn's coefficient of determination score
- What are the approaches to the Big-Data problems?
Related Questions in SVM
- Feature selection SVM-Recursive Feature elimination (SVM-RFE) with Libsvm, the accuracy result is worse than without feature selection, why?
- How to interpret scikit's learn confusion matrix and classification report?
- must a dataset contain all factors in SVM in R
- Unable to run the method fit for svm (by scikit-learn)
- Cannot train KSVM in R
- R - One Class SVM classification with multiple predictions
- How to parallelize the training of an SVC with RBF kernel through MapReduce in scikit-learn for Python
- OpenCV HOG+SVM: assertion failed checkDetectorSize()
- SVM is not generating forecast using R
- Right function for normalizing input of sklearn SVM
- SVM in R language
- How can I train SVM in Matlab, with more than 2 classes
- Support vector machine in Python using libsvm example of features
- Support Vector Machine in Torch7
- Understanding an linear classification SVM
Related Questions in LIBSVM
- Feature selection SVM-Recursive Feature elimination (SVM-RFE) with Libsvm, the accuracy result is worse than without feature selection, why?
- Interpretation of Java-ML results for multi-class classification
- How to run LibSVM Classifier with 10 fold cross validation from Weka from Linux commandline?
- WEKA API LibSVM ClassPath not found
- Support vector machine in Python using libsvm example of features
- R | NA/NaN/Inf in foreign function call | e1071 SVM
- Does one-class svm provide a probability estimate?
- How to convert csv file to LIBSVM format using Java
- How to prepare data into a LibSVM format from DataFrame?
- Libsvm giving number of support vectors as zero
- Accord net multi class SVM training + crossvalidating is very slow
- Unable to use libsvm with OCaml
- matlab libsvm: unable to predict
- how to optimize the crossvalidation for libsvm matlab?
- Basic SVM Implemented in MATLAB
Related Questions in SVMLIGHT
- dyld: Library not loaded: lib/libopencv_core.3.0.dylib Reason: image not found
- SVMlight - what is the purpose of finding the weight vector?
- Python file format for email classification with svm-light
- parsing pdb for support vector machine
- Java SVM Text Classification , Train & Test Files?
- SVM Rank regularization parameter
- hierarchical classification with SVM
- Libsvm model file format No model number
- File format for classification using SVM light
- Is there a scaling function in SVMlight?
- Input file format for email classification with svm-light
- why training and testing file same in svmlight
- Efficient multiclass SVM package
- How do you properly install SVM-Light on python?
- Convert dataset with string features into svmlight / libsvm format
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
Unfortunately no. You have to standardize the data by yourself. Just keep in mind that use the mean and std of training data in test data scaling.