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db99976
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1 Parent(s): 63bc378

Delete yahpo-iaml_ranger

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yahpo-iaml_ranger/best_params_resnet.json DELETED
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- {"d": 512, "d_hidden_factor": 2.2494375076022086, "hidden_dropout": 0.03397549242844672, "lr": 0.0005620479756574539, "mixup": false, "n_layers": 4, "opt_tfms_auc": false, "opt_tfms_f1": false, "opt_tfms_ias": true, "opt_tfms_logloss": false, "opt_tfms_mec": true, "opt_tfms_min.node.size": false, "opt_tfms_mmce": true, "opt_tfms_mtry.ratio": false, "opt_tfms_num.random.splits": false, "opt_tfms_num.trees": true, "opt_tfms_rammodel": true, "opt_tfms_rampredict": true, "opt_tfms_ramtrain": false, "opt_tfms_sample.fraction": true, "opt_tfms_timepredict": true, "opt_tfms_timetrain": false, "opt_tfms_trainsize": false, "tfms_ias": "tlog", "tfms_mec": "tlog", "tfms_mmce": "tnexp", "tfms_num.trees": "tlog", "tfms_rammodel": "tlog", "tfms_rampredict": "tlog", "tfms_sample.fraction": "tlog", "tfms_timepredict": "tlog", "use_residual_dropout": false}
 
 
yahpo-iaml_ranger/config_space.json DELETED
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- {
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- "hyperparameters": [
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- {
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- "name": "min.node.size",
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- "type": "uniform_int",
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- "log": false,
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- "lower": 1,
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- "upper": 100,
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- "default": 50
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- },
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- {
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- "name": "mtry.ratio",
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- "type": "uniform_float",
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- "log": false,
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- "lower": 0.0,
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- "upper": 1.0,
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- "default": 0.5
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- },
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- {
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- "name": "num.trees",
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- "type": "uniform_int",
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- "log": false,
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- "lower": 1,
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- "upper": 2000,
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- "default": 1000
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- },
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- {
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- "name": "replace",
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- "type": "categorical",
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- "choices": [
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- "TRUE",
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- "FALSE"
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- ],
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- "default": "TRUE",
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- "probabilities": null
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- },
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- {
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- "name": "respect.unordered.factors",
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- "type": "categorical",
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- "choices": [
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- "ignore",
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- "order",
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- "partition"
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- ],
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- "default": "ignore",
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- "probabilities": null
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- },
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- {
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- "name": "sample.fraction",
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- "type": "uniform_float",
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- "log": false,
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- "lower": 0.1,
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- "upper": 1.0,
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- "default": 0.55
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- },
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- {
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- "name": "splitrule",
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- "type": "categorical",
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- "choices": [
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- "gini",
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- "extratrees"
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- ],
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- "default": "gini",
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- "probabilities": null
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- },
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- {
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- "name": "task_id",
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- "type": "categorical",
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- "choices": [
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- "40981",
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- "41146",
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- "1489",
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- "1067"
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- ],
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- "default": "40981",
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- "probabilities": null
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- },
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- {
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- "name": "trainsize",
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- "type": "uniform_float",
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- "log": false,
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- "lower": 0.03,
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- "upper": 1.0,
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- "default": 0.525
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- },
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- {
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- "name": "num.random.splits",
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- "type": "uniform_int",
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- "log": false,
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- "lower": 1,
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- "upper": 100,
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- "default": 50
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- }
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- ],
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- "conditions": [
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- {
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- "child": "num.random.splits",
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- "parent": "splitrule",
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- "type": "EQ",
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- "value": "extratrees"
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- }
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- ],
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- "forbiddens": [],
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- "python_module_version": "0.4.19",
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- "json_format_version": 0.2
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
yahpo-iaml_ranger/encoding.json DELETED
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- {"replace": {"#na#": 0, "FALSE": 1, "TRUE": 2}, "respect.unordered.factors": {"#na#": 0, "ignore": 1, "order": 2, "partition": 3}, "splitrule": {"#na#": 0, "extratrees": 1, "gini": 2}, "task_id": {"#na#": 0, "1067": 1, "1489": 2, "40981": 3, "41146": 4}}
 
 
yahpo-iaml_ranger/metadata.json DELETED
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- {"metric_elapsed_time": "time", "metric_default": "val_accuracy", "resource_attr": "st_worker_iter"}
 
 
yahpo-iaml_ranger/model.onnx DELETED
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:1ed2779d20f0938535512008779f28ef350dc479219beaab660d658e2e730e6c
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- size 28482414
 
 
 
 
yahpo-iaml_ranger/param_set.R DELETED
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- search_space = ps(
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- num.trees = p_int(lower = 1L, upper = 2000L),
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- replace = p_lgl(),
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- sample.fraction = p_dbl(lower = 0.1, upper = 1),
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- mtry.ratio = p_dbl(lower = 0, upper = 1),
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- respect.unordered.factors = p_fct(levels = c("ignore", "order", "partition")),
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- min.node.size = p_int(lower = 1L, upper = 100L),
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- splitrule = p_fct(levels = c("gini", "extratrees")),
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- num.random.splits = p_int(lower = 1L, upper = 100L, depends = splitrule == "extratrees"),
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- trainsize = p_dbl(lower = 0.03, upper = 1, tags = "budget"),
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- task_id = p_fct(levels = c("40981", "41146", "1489", "1067"), tags = "task_id")
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- )
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-
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- domain = ps(
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- num.trees = p_int(lower = 1L, upper = 2000L),
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- replace = p_lgl(),
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- sample.fraction = p_dbl(lower = 0.1, upper = 1),
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- mtry.ratio = p_dbl(lower = 0, upper = 1),
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- respect.unordered.factors = p_fct(levels = c("ignore", "order", "partition")),
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- min.node.size = p_int(lower = 1L, upper = 100L),
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- splitrule = p_fct(levels = c("gini", "extratrees")),
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- num.random.splits = p_int(lower = 1L, upper = 100L, depends = splitrule == "extratrees"),
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- trainsize = p_dbl(lower = 0.03, upper = 1, tags = "budget"),
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- task_id = p_fct(levels = c("40981", "41146", "1489", "1067"), tags = "task_id")
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- )
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-
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- codomain = ps(
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- mmce = p_dbl(lower = 0, upper = 1, tags = "minimize"),
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- f1 = p_dbl(lower = 0, upper = 1, tags = "maximize"),
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- auc = p_dbl(lower = 0, upper = 1, tags = "maximize"),
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- logloss = p_dbl(lower = 0, upper = Inf, tags = "minimize"),
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- ramtrain = p_dbl(lower = 0, upper = Inf, tags = "minimize"),
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- rammodel = p_dbl(lower = 0, upper = Inf, tags = "minimize"),
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- rampredict = p_dbl(lower = 0, upper = Inf, tags = "minimize"),
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- timetrain = p_dbl(lower = 0, upper = Inf, tags = "minimize"),
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- timepredict = p_dbl(lower = 0, upper = Inf, tags = "minimize"),
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- mec = p_dbl(lower = 0, upper = Inf, tags = "minimize"),
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- ias = p_dbl(lower = 0, upper = Inf, tags = "minimize"),
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- nf = p_dbl(lower = 0, upper = Inf, tags = "minimize")
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- )