iris_classification / modelRun.json
halflings's picture
Upload modelRun.json
377424e
raw
history blame
4.58 kB
{"id":1,"name":"model #2","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":"Iris classification","features":[{"name":"Id","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":11}},"unique_values":150,"presence_percentage":1}},{"name":"PetalLengthCm","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":1.5}},"unique_values":43,"presence_percentage":1}},{"name":"PetalWidthCm","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":0.2}},"unique_values":22,"presence_percentage":1}},{"name":"SepalLengthCm","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":5.4}},"unique_values":35,"presence_percentage":1}},{"name":"SepalWidthCm","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":3.7}},"unique_values":23,"presence_percentage":1}}],"label":{"name":"Species","used":true,"type":1,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"string":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"string":"Iris-setosa"}},"unique_values":3,"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],"values":[0.9522339701652527,0.8819857835769653,0.843334972858429,0.8142444491386414,0.7852691411972046,0.7645330429077148,0.7431507706642151,0.7228568196296692,0.7084929943084717,0.689617931842804,0.6747041940689087,0.6628460884094238,0.6488144993782043,0.6420735716819763,0.6379019021987915,0.6215022802352905,0.6147858500480652]}},"acc":{"_mlconsole_type":"MetricValues","value":{"epochs":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16],"values":[0.8108108043670654,0.837837815284729,0.9189188480377197,1,1,1,1,1,1,1,1,1,1,1,1,1,1]}}}},"labelEncoder":{"_mlconsole_type":"OneHotEncoder","value":{"config":{},"labels":["Iris-versicolor","Iris-virginica","Iris-setosa"],"label_to_index":{"Iris-versicolor":0,"Iris-virginica":1,"Iris-setosa":2}}},"scalers":{"_mlconsole_type":"Map","value":{"Id":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":77.15928649902344,"stdev":42.5140380859375}},"PetalLengthCm":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":3.819469451904297,"stdev":1.7310724258422852}},"PetalWidthCm":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":1.2203538417816162,"stdev":0.7459814548492432}},"SepalLengthCm":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":5.859292507171631,"stdev":0.8403157591819763}},"SepalWidthCm":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":3.0309736728668213,"stdev":0.4286384582519531}}}},"encoders":{"_mlconsole_type":"Map","value":{}},"examples":[{"Id":41,"SepalLengthCm":5,"SepalWidthCm":3.5,"PetalLengthCm":1.3,"PetalWidthCm":0.3,"Species":"Iris-setosa"},{"Id":56,"SepalLengthCm":5.7,"SepalWidthCm":2.8,"PetalLengthCm":4.5,"PetalWidthCm":1.3,"Species":"Iris-versicolor"},{"Id":103,"SepalLengthCm":7.1,"SepalWidthCm":3,"PetalLengthCm":5.9,"PetalWidthCm":2.1,"Species":"Iris-virginica"},{"Id":139,"SepalLengthCm":6,"SepalWidthCm":3,"PetalLengthCm":4.8,"PetalWidthCm":1.8,"Species":"Iris-virginica"},{"Id":50,"SepalLengthCm":5,"SepalWidthCm":3.3,"PetalLengthCm":1.4,"PetalWidthCm":0.2,"Species":"Iris-setosa"},{"Id":8,"SepalLengthCm":5,"SepalWidthCm":3.4,"PetalLengthCm":1.5,"PetalWidthCm":0.2,"Species":"Iris-setosa"},{"Id":54,"SepalLengthCm":5.5,"SepalWidthCm":2.3,"PetalLengthCm":4,"PetalWidthCm":1.3,"Species":"Iris-versicolor"},{"Id":102,"SepalLengthCm":5.8,"SepalWidthCm":2.7,"PetalLengthCm":5.1,"PetalWidthCm":1.9,"Species":"Iris-virginica"},{"Id":40,"SepalLengthCm":5.1,"SepalWidthCm":3.4,"PetalLengthCm":1.5,"PetalWidthCm":0.2,"Species":"Iris-setosa"},{"Id":17,"SepalLengthCm":5.4,"SepalWidthCm":3.9,"PetalLengthCm":1.3,"PetalWidthCm":0.4,"Species":"Iris-setosa"}]}