SVM.prototype._restore = function (model) {
var self = this;
this._baseSvm = BaseSVM.restore(model);
_o.forOwn(model.params, function(val, key){
self._config[key] = val;
});
};
.spread(function (model, report) {
var template;
switch (config.svmType){
case svmTypes.C_SVC:
case svmTypes.NU_SVC:
case svmTypes.ONE_CLASS:
template = 'classification-report';
break;
case svmTypes.EPSILON_SVR:
case svmTypes.NU_SVR:
template = 'regression-report';
break;
}
logger.info('template', 'report', {
template: template,
json: report
});
var bestConf = _o.mixIn({}, config, model.params);
// reformat conf a bit
_o.forOwn(bestConf, function(value, key){
if (key === 'svmType'){
bestConf.svmType = svmTypesString[value];
}
else if (key === 'kernelType'){
bestConf.kernelType = kernelTypesString[value];
}
else {
var cKey = _s.camelCase('render-' + key.replace(/_/g, '-'));
bestConf[cKey] = req(key, config);
}
});
logger.info('template', 'configuration', {
template: 'configuration',
json: bestConf
});
return [model, report];
})
function askConfirmation(logger, config){
var cleanConfig = _o.merge({}, config);
// Cleanup empty props (null values, empty strings, objects and arrays)
_o.forOwn(cleanConfig, function (value, key) {
if (key === 'svmType'){
cleanConfig.svmType = svmTypesString[value];
}
else if (key === 'kernelType'){
cleanConfig.kernelType = kernelTypesString[value];
}
else if (key === 'cwd' ||
key === 'argv' ||
key === 'interactive' ||
key === 'color'){
delete cleanConfig[key];
}
else if (value === null ||
_l.isEmpty(value) &&
!_l.isNumber(value) &&
!_l.isBoolean(value)) {
delete cleanConfig[key];
}
});
if (!cleanConfig.reduce){
delete cleanConfig.retainedVariance;
}
logger.info('json', 'Configuration', { json: cleanConfig });
// Confirm the json with the user
return Q.nfcall(logger.prompt.bind(logger), {
name: 'confirmation',
type: 'confirm',
message: 'Looks good?',
default: true
}).then(function(answer){
if (_l.isBoolean(answer)){ return answer; }
return _s.typecast(answer);
});
}