blackbox-repository / yahpo-iaml_super /best_params_resnet.json
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{"d": 512, "d_hidden_factor": 3.9989508868016372, "hidden_dropout": 0.04468688309244354, "lr": 0.00011999115120321, "mixup": true, "n_layers": 6, "opt_tfms_auc": false, "opt_tfms_f1": false, "opt_tfms_glmnet.alpha": false, "opt_tfms_glmnet.s": true, "opt_tfms_ias": true, "opt_tfms_logloss": false, "opt_tfms_mec": false, "opt_tfms_mmce": true, "opt_tfms_rammodel": false, "opt_tfms_rampredict": false, "opt_tfms_ramtrain": false, "opt_tfms_ranger.min.node.size": true, "opt_tfms_ranger.mtry.ratio": false, "opt_tfms_ranger.num.random.splits": false, "opt_tfms_ranger.num.trees": true, "opt_tfms_ranger.sample.fraction": true, "opt_tfms_rpart.cp": false, "opt_tfms_rpart.maxdepth": false, "opt_tfms_rpart.minbucket": true, "opt_tfms_rpart.minsplit": false, "opt_tfms_timepredict": true, "opt_tfms_timetrain": false, "opt_tfms_trainsize": false, "opt_tfms_xgboost.alpha": false, "opt_tfms_xgboost.colsample_bylevel": false, "opt_tfms_xgboost.colsample_bytree": false, "opt_tfms_xgboost.eta": true, "opt_tfms_xgboost.gamma": false, "opt_tfms_xgboost.lambda": true, "opt_tfms_xgboost.max_depth": true, "opt_tfms_xgboost.min_child_weight": true, "opt_tfms_xgboost.nrounds": true, "opt_tfms_xgboost.rate_drop": true, "opt_tfms_xgboost.skip_drop": false, "opt_tfms_xgboost.subsample": false, "tfms_glmnet.s": "tlog", "tfms_ias": "tnexp", "tfms_mmce": "tlog", "tfms_ranger.min.node.size": "tnexp", "tfms_ranger.num.trees": "tlog", "tfms_ranger.sample.fraction": "tnexp", "tfms_rpart.minbucket": "tlog", "tfms_timepredict": "tnexp", "tfms_xgboost.eta": "tlog", "tfms_xgboost.lambda": "tlog", "tfms_xgboost.max_depth": "tlog", "tfms_xgboost.min_child_weight": "tnexp", "tfms_xgboost.nrounds": "tlog", "tfms_xgboost.rate_drop": "tlog", "use_residual_dropout": false}