{ "hyperparameters": [ { "name": "min.node.size", "type": "uniform_int", "log": false, "lower": 1, "upper": 100, "default": 50 }, { "name": "mtry.power", "type": "uniform_int", "log": false, "lower": 0, "upper": 1, "default": 0 }, { "name": "num.impute.selected.cpo", "type": "categorical", "choices": [ "impute.mean", "impute.median", "impute.hist" ], "default": "impute.mean", "probabilities": null }, { "name": "num.trees", "type": "uniform_int", "log": false, "lower": 1, "upper": 2000, "default": 1000 }, { "name": "repl", "type": "uniform_int", "log": false, "lower": 1, "upper": 10, "default": 6 }, { "name": "respect.unordered.factors", "type": "categorical", "choices": [ "ignore", "order", "partition" ], "default": "ignore", "probabilities": null }, { "name": "sample.fraction", "type": "uniform_float", "log": false, "lower": 0.1, "upper": 1.0, "default": 0.55 }, { "name": "splitrule", "type": "categorical", "choices": [ "gini", "extratrees" ], "default": "gini", "probabilities": null }, { "name": "task_id", "type": "categorical", "choices": [ "4135","40981","4134","1220","4154","4538","40978","375","40496","40966","4534","40900","40536","41156","1590","1457","458","469","41157","11","1461","1462","1464","15","40975","41142","40701","40994","23","1468","40668","29","31","6332","37","40670","23381","151","188","41164","1475","1476","1478","1479","41212","1480","41143","1053","41027","1067","1063","3","6","1485","1056","12","14","16","18","40979","22","1515","334","24","1486","41278","28","1487","1068","1050","1049","32","1489","470","1494","182","312","40984","1501","40685","38","42","44","46","40982","1040","41146","377","40499","50","54","41216","307","1497","60","1510","40983","40498","181","41138","41163","1111","41159","300","41162","23517","41165","4541","41161","41166","40927","41150","23512","41168","1493","40996","554","40923","41169" ], "default": "1040", "probabilities": null }, { "name": "trainsize", "type": "uniform_float", "log": false, "lower": 0.03, "upper": 1.0, "default": 0.525 }, { "name": "num.random.splits", "type": "uniform_int", "log": false, "lower": 1, "upper": 100, "default": 1 } ], "conditions": [ { "child": "num.random.splits", "parent": "splitrule", "type": "EQ", "value": "extratrees" } ], "forbiddens": [], "python_module_version": "0.4.18", "json_format_version": 0.2 }