Re: [scikit-learn] question in using Scikit-learn MLPClassifier?

2016-12-06 Thread Sebastian Raschka
Hi, typically, you want/need to play around with the hyperparameters if you want to get something useful out of an MLP — they rarely work out of the “box” since hyperparameters are very context-dependent. > However, the accuracy rate is not satisfied comparing to the result in Matlab > which us

[scikit-learn] question in using Scikit-learn MLPClassifier?

2016-12-06 Thread linjia
Hi all: I uses a ‘Car Evaluation’ dataset from http://archive.ics.uci.edu/ml/machine-learning-databases/car/car.data to test the effect of MLP. (I transfer some class in the data to digit value, e.g. ‘low’ to 1 ‘med’ to 2, ‘high ’to 3, the final dataset’s input is 6 dimension, output l