Upload modelRun.json

modelRun.json

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+{"id":0,"name":"model #1","modelConfig":{"_mlconsole_type":"ModelConfig","value":{"task":"classification","optimizer":"adagrad","learningRate":0.04,"hiddenLayers":1,"unitsPerLayer":64,"batchSize":16,"batchNorm":true,"numEnsembles":1,"maxEpochs":150,"regularization":0.001,"earlyStopping":true,"earlyStoppingSteps":10}},"status":2,"datasetName":"Diabetes detection","features":[{"name":"Age","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":24}},"unique_values":52,"presence_percentage":1}},{"name":"BloodPressure","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":54}},"unique_values":47,"presence_percentage":1}},{"name":"BMI","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":37.8}},"unique_values":248,"presence_percentage":1}},{"name":"DiabetesPedigreeFunction","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":0.498}},"unique_values":517,"presence_percentage":1}},{"name":"Glucose","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":100}},"unique_values":136,"presence_percentage":1}},{"name":"Insulin","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":105}},"unique_values":186,"presence_percentage":1}},{"name":"Pregnancies","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":2}},"unique_values":17,"presence_percentage":1}},{"name":"SkinThickness","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":28}},"unique_values":51,"presence_percentage":1}}],"label":{"name":"Outcome","used":true,"type":1,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":0}},"unique_values":2,"presence_percentage":1}},"metrics":{"_mlconsole_type":"Map","value":{"loss":{"_mlconsole_type":"MetricValues","value":{"epochs":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24],"values":[0.5746946334838867,0.5457324981689453,0.5290868282318115,0.5169609785079956,0.5208292007446289,0.5145500898361206,0.5177047252655029,0.5171881914138794,0.5136277675628662,0.5143859386444092,0.5178835391998291,0.5162531137466431,0.5112108588218689,0.5120713710784912,0.5075340270996094,0.5113295316696167,0.5167371034622192,0.5228973627090454,0.525823712348938,0.5156316161155701,0.5242921113967896,0.5100322365760803,0.5118851065635681,0.518802285194397,0.510176420211792]}},"acc":{"_mlconsole_type":"MetricValues","value":{"epochs":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24],"values":[0.8020833730697632,0.7916666865348816,0.7916666865348816,0.7916666865348816,0.78125,0.78125,0.7708333730697632,0.78125,0.7760416865348816,0.7864583730697632,0.7760416865348816,0.7760416865348816,0.7916666865348816,0.796875,0.7864583730697632,0.7864583730697632,0.78125,0.7864583730697632,0.765625,0.7864583730697632,0.7552083730697632,0.7864583730697632,0.7916666865348816,0.78125,0.7864583730697632]}}}},"labelEncoder":{"_mlconsole_type":"OneHotEncoder","value":{"config":{},"labels":["0","1"],"label_to_index":{"0":0,"1":1}}},"scalers":{"_mlconsole_type":"Map","value":{"Age":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":33.5243034362793,"stdev":11.858076095581055}},"BloodPressure":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":68.21527862548828,"stdev":20.728540420532227}},"BMI":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":32.065452575683594,"stdev":7.978251934051514}},"DiabetesPedigreeFunction":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":0.46639931201934814,"stdev":0.33038729429244995}},"Glucose":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":121.45660400390625,"stdev":32.22891616821289}},"Insulin":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":79.22917175292969,"stdev":114.68917083740234}},"Pregnancies":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":3.883680820465088,"stdev":3.283271551132202}},"SkinThickness":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":19.78298568725586,"stdev":16.049179077148438}}}},"encoders":{"_mlconsole_type":"Map","value":{}}}