in Education by
libsvm and liblinear are both software libraries that implement Support Vector Machines. What's the difference? And how do the differences make liblinear faster than libsvm? Select the correct answer from above options

1 Answer

0 votes
by
 
Best answer
LIBSVM and LIBLINEAR are two popular open source machine learning libraries. LIBSVM implements the Sequential minimal optimization (SMO) algorithm, for kernelized support vector machines (SVMs), supporting classification and regression. LIBLINEAR implements linear SVMs and logistic regression models For a large dataset, use liblinear. Libsvm performs very slow at 10k samples. Hope this answer helps.

Related questions

0 votes
    In this video from Sebastian Thrun, he says that supervised learning works with "labeled" data and unsupervised ... basic difference. Select the correct answer from above options...
asked Jan 30, 2022 in Education by JackTerrance
0 votes
    I have a dataframe that looks like this: from to datetime other ---------------------------------- ... !! Thank you so much in advance! Select the correct answer from above options...
asked Feb 1, 2022 in Education by JackTerrance
0 votes
    Nominally a good problem to have, but I'm pretty sure it is because something funny is going on... As ... labeled data vectors/instances (transformed video frames of individuals--...
asked Feb 4, 2022 in Education by JackTerrance
0 votes
    I'm Working on document classification tasks in java. Both algorithms came highly recommended, what are the ... Processing tasks? Select the correct answer from above options...
asked Feb 2, 2022 in Education by JackTerrance
0 votes
    I am receiving the error: ValueError: Wrong number of items passed 3, placement implies 1, and I am struggling to ... 'sigma'] = sigma Select the correct answer from above options...
asked Feb 1, 2022 in Education by JackTerrance
0 votes
    I am training on 970 samples and validating on 243 samples. How big should batch size and number of epochs be ... on data input size? Select the correct answer from above options...
asked Feb 1, 2022 in Education by JackTerrance
0 votes
    I have trouble understanding the difference (if there is one) between roc_auc_score() and auc() in scikit-learn. I ... out why. Thanks! Select the correct answer from above options...
asked Jan 29, 2022 in Education by JackTerrance
0 votes
    I'm learning the difference between the various machine learning algorithms. I understand that the implementations of ... for that? Select the correct answer from above options...
asked Jan 25, 2022 in Education by JackTerrance
0 votes
    Suppose I have a Tensorflow tensor. How do I get the dimensions (shape) of the tensor as integer values? I ... 'Dimension' instead. Select the correct answer from above options...
asked Feb 8, 2022 in Education by JackTerrance
0 votes
    I'm hoping to use either Haskell or OCaml on a new project because R is too slow. I need to be able to ... in either Haskell or OCaml? Select the correct answer from above options...
asked Feb 8, 2022 in Education by JackTerrance
0 votes
    I'm hoping to use either Haskell or OCaml on a new project because R is too slow. I need to be able to ... in either Haskell or OCaml? Select the correct answer from above options...
asked Feb 5, 2022 in Education by JackTerrance
0 votes
    I am trying to decompose a 3D matrix using python library scikit-tensor. I managed to decompose my Tensor ... the decomposed matrices? Select the correct answer from above options...
asked Feb 1, 2022 in Education by JackTerrance
0 votes
    I am trying to do a hyperparameter search using scikit-learn's GridSearchCV on XGBoost. During grid search ... ':42} Select the correct answer from above options...
asked Feb 1, 2022 in Education by JackTerrance
0 votes
    What is the difference between the two? It seems that both create new columns, in which their number is equal to ... they are in. Select the correct answer from above options...
asked Feb 1, 2022 in Education by JackTerrance
0 votes
    I need to know the most efficient way of installing JQ on Mac (el capitan). The code is downloaded to my mac ... via the command line. Select the correct answer from above options...
asked Feb 1, 2022 in Education by JackTerrance
...