{"id":0,"name":"model #1","modelConfig":{"_mlconsole_type":"e","value":{"task":"regression","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":"avocado.csv","features":[{"name":"4046","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":5498.44}},"unique_values":17702,"presence_percentage":1}},{"name":"4225","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":4103.53}},"unique_values":18103,"presence_percentage":1}},{"name":"4770","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":0}},"unique_values":12071,"presence_percentage":1}},{"name":"Large Bags","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":156.72}},"unique_values":15082,"presence_percentage":1}},{"name":"region","used":true,"type":1,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"string":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"string":"DallasFtWorth"}},"unique_values":54,"presence_percentage":1}},{"name":"Small Bags","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":18976.42}},"unique_values":17321,"presence_percentage":1}},{"name":"Total Bags","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":19133.14}},"unique_values":18097,"presence_percentage":1}},{"name":"Total Volume","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":28735.11}},"unique_values":18237,"presence_percentage":1}},{"name":"type","used":true,"type":1,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"string":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"string":"organic"}},"unique_values":2,"presence_percentage":1}},{"name":"XLarge Bags","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":0}},"unique_values":5588,"presence_percentage":1}},{"name":"year","used":true,"type":1,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":2017}},"unique_values":4,"presence_percentage":1}}],"label":{"name":"AveragePrice","used":false,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":1.45}},"unique_values":259,"presence_percentage":1}},"metrics":{"_mlconsole_type":"Map","value":{"loss":{"_mlconsole_type":"e","value":{"epochs":[0],"values":[0.08084399998188019]}},"mae":{"_mlconsole_type":"e","value":{"epochs":[0],"values":[0.21668575704097748]}}}},"labelEncoder":null,"scalers":{"_mlconsole_type":"Map","value":{"4046":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":12},"id":9,"rankType":"0","scopeId":7}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":14},"id":10,"rankType":"0","scopeId":8}}}},"4225":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":37},"id":23,"rankType":"0","scopeId":20}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":39},"id":24,"rankType":"0","scopeId":21}}}},"4770":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":62},"id":37,"rankType":"0","scopeId":33}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":64},"id":38,"rankType":"0","scopeId":34}}}},"Large Bags":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":87},"id":51,"rankType":"0","scopeId":46}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":89},"id":52,"rankType":"0","scopeId":47}}}},"Small Bags":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":112},"id":65,"rankType":"0","scopeId":59}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":114},"id":66,"rankType":"0","scopeId":60}}}},"Total Bags":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":137},"id":79,"rankType":"0","scopeId":72}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":139},"id":80,"rankType":"0","scopeId":73}}}},"Total Volume":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":162},"id":93,"rankType":"0","scopeId":85}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":164},"id":94,"rankType":"0","scopeId":86}}}},"XLarge Bags":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":187},"id":107,"rankType":"0","scopeId":98}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":189},"id":108,"rankType":"0","scopeId":99}}}}}},"encoders":{"_mlconsole_type":"Map","value":{"region":{"_mlconsole_type":"e","value":{"label":["Nashville","GrandRapids","Chicago","SouthCentral","NorthernNewEngland","RaleighGreensboro","Jacksonville","Denver","DallasFtWorth","CincinnatiDayton","Seattle","LasVegas","California","Indianapolis","GreatLakes","SanFrancisco","BuffaloRochester","Sacramento","Houston","Tampa","Atlanta","Syracuse","TotalUS","Boston","RichmondNorfolk","StLouis","Philadelphia","NewYork","LosAngeles","PhoenixTucson","NewOrleansMobile","Boise","WestTexNewMexico","Columbus","Southeast","Albany","BaltimoreWashington","Pittsburgh","HarrisburgScranton","SanDiego","Detroit","Plains","HartfordSpringfield","Roanoke","West","Northeast","Spokane","Louisville","MiamiFtLauderdale","SouthCarolina","Portland","Charlotte","Orlando","Midsouth"]}},"type":{"_mlconsole_type":"e","value":{"label":["organic","conventional"]}},"year":{"_mlconsole_type":"e","value":{"label":[2016,2015,2018,2017]}}}}}