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ShifuML / shifu

An end-to-end machine learning and data mining framework on Hadoop
https://github.com/ShifuML/shifu/wiki
Apache License 2.0
249 stars 109 forks source link

No Validation if Inconsistent NumHiddenNodes #757

Open zhangpengshan opened 3 years ago

zhangpengshan commented 3 years ago

Below params no validation but failure in jobs:

"train" : { "baggingNum" : 1, "baggingWithReplacement" : false, "baggingSampleRate" : 1.0, "validSetRate" : 0.2, "numTrainEpochs" : 200, "isContinuous" : false, "workerThreadCount" : 4, "algorithm" : "NN", "params" : { "Propagation" : "R", "LearningRate" : 0.1, "NumHiddenNodes" : [ 50 ], "NumHiddenLayers" : 2, "RegularizedConstant" : 0.0, "ActivationFunc" : [ "tanh","tanh" ] },