| {"d": 512, "d_hidden_factor": 3.141331955873597, "hidden_dropout": 0.15835721248635748, "lr": 0.004207643040634978, "mixup": false, "n_layers": 1, "opt_tfms_acc": true, "opt_tfms_aknn.M": false, "opt_tfms_aknn.ef": false, "opt_tfms_aknn.ef_construction": false, "opt_tfms_aknn.k": true, "opt_tfms_auc": true, "opt_tfms_bac": true, "opt_tfms_brier": true, "opt_tfms_f1": false, "opt_tfms_glmnet.alpha": false, "opt_tfms_glmnet.s": false, "opt_tfms_logloss": true, "opt_tfms_memory": true, "opt_tfms_ranger.min.node.size": false, "opt_tfms_ranger.mtry.power": false, "opt_tfms_ranger.num.random.splits": true, "opt_tfms_ranger.num.trees": false, "opt_tfms_ranger.sample.fraction": true, "opt_tfms_repl": true, "opt_tfms_rpart.cp": false, "opt_tfms_rpart.maxdepth": false, "opt_tfms_rpart.minbucket": true, "opt_tfms_rpart.minsplit": false, "opt_tfms_svm.cost": true, "opt_tfms_svm.degree": false, "opt_tfms_svm.gamma": false, "opt_tfms_svm.tolerance": false, "opt_tfms_timepredict": false, "opt_tfms_timetrain": false, "opt_tfms_trainsize": false, "opt_tfms_xgboost.alpha": false, "opt_tfms_xgboost.colsample_bylevel": false, "opt_tfms_xgboost.colsample_bytree": true, "opt_tfms_xgboost.eta": false, "opt_tfms_xgboost.gamma": true, "opt_tfms_xgboost.lambda": false, "opt_tfms_xgboost.max_depth": false, "opt_tfms_xgboost.min_child_weight": true, "opt_tfms_xgboost.nrounds": true, "opt_tfms_xgboost.rate_drop": false, "opt_tfms_xgboost.skip_drop": true, "opt_tfms_xgboost.subsample": true, "residual_dropout": 0.03256172522342702, "tfms_acc": "tlog", "tfms_aknn.k": "tnexp", "tfms_auc": "tlog", "tfms_bac": "tnexp", "tfms_brier": "tlog", "tfms_logloss": "tlog", "tfms_memory": "tnexp", "tfms_ranger.num.random.splits": "tlog", "tfms_ranger.sample.fraction": "tnexp", "tfms_repl": "tnexp", "tfms_rpart.minbucket": "tlog", "tfms_svm.cost": "tlog", "tfms_xgboost.colsample_bytree": "tnexp", "tfms_xgboost.gamma": "tlog", "tfms_xgboost.min_child_weight": "tlog", "tfms_xgboost.nrounds": "tlog", "tfms_xgboost.skip_drop": "tlog", "tfms_xgboost.subsample": "tlog", "use_residual_dropout": true} |