After enabling probability : true, it takes really high amount of time to get the result. #44
Description
Here is complete code for in order to reproduce the issue.
` var svm = require('node-svm');
var xor = [
[[0, 0], 0],
[[0, 1], 1],
[[1, 0], 1],
[[1, 1], 0]
];
// // initialize a new predictor
// var clf = new svm.CSVC();
var clf = new svm.SVM({
svmType: 'C_SVC',
probability : true
});
clf.train(xor).done(function () {
// predict things
xor.forEach(function(ex){
console.log(ex);
var inputs = [];
inputs.push(ex[0]);
var prediction = clf.predictProbabilities(inputs)
.then(function(probabilities) {
console.log('%d XOR %d => %d', ex[0][0], ex[0][1], probabilities);
});
});
});
`