{"id":1,"name":"model #2","modelConfig":{"_mlconsole_type":"ModelConfig","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":"House price prediction","features":[{"name":"distance to the nearest MRT station","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":287.6025}},"unique_values":259,"presence_percentage":1}},{"name":"house age","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":20.3}},"unique_values":236,"presence_percentage":1}},{"name":"latitude","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":24.98042}},"unique_values":234,"presence_percentage":1}},{"name":"longitude","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":121.54228}},"unique_values":232,"presence_percentage":1}},{"name":"No","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":8}},"unique_values":414,"presence_percentage":1}},{"name":"number of convenience stores","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":6}},"unique_values":11,"presence_percentage":1}},{"name":"transaction date","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":2013.417}},"unique_values":12,"presence_percentage":1}}],"label":{"name":"house price of unit area","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":46.7}},"unique_values":270,"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],"values":[842.2615356445312,448.2299499511719,248.3248291015625,150.33106994628906,102.77460479736328,87.3979721069336,75.90569305419922,55.583255767822266,53.162200927734375,49.33184814453125,46.1197395324707,46.27362823486328,45.19759750366211,43.87978744506836,45.071861267089844]}},"mae":{"_mlconsole_type":"MetricValues","value":{"epochs":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14],"values":[27.452938079833984,19.762422561645508,14.028647422790527,10.226929664611816,7.857399940490723,6.771831512451172,6.332926273345947,5.3105854988098145,5.189420700073242,5.051337242126465,4.9652838706970215,5.0157599449157715,4.969453811645508,4.933776378631592,4.996237277984619]}}}},"labelEncoder":null,"scalers":{"_mlconsole_type":"Map","value":{"distance to the nearest MRT station":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":1039.98779296875,"stdev":1255.7645263671875}},"house age":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":18.345661163330078,"stdev":11.468976020812988}},"latitude":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":24.969257354736328,"stdev":0.012413064949214458}},"longitude":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":121.53302001953125,"stdev":0.014900708571076393}},"No":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":208.93890380859375,"stdev":118.14079284667969}},"number of convenience stores":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":4.138263702392578,"stdev":2.997884511947632}},"transaction date":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":2013.1524658203125,"stdev":0.28215399384498596}}}},"encoders":{"_mlconsole_type":"Map","value":{}},"examples":[{"No":171,"transaction date":2013.333,"house age":24,"distance to the nearest MRT station":4527.687,"number of convenience stores":0,"latitude":24.94741,"longitude":121.49628,"house price of unit area":14.4,"mlconsole_predictions":"19.3147","mlconsole_errors":"4.9147"},{"No":364,"transaction date":2013.5,"house age":32.3,"distance to the nearest MRT station":109.9455,"number of convenience stores":10,"latitude":24.98182,"longitude":121.54086,"house price of unit area":48,"mlconsole_predictions":"53.3018","mlconsole_errors":"5.3018"},{"No":359,"transaction date":2013.167,"house age":1.1,"distance to the nearest MRT station":193.5845,"number of convenience stores":6,"latitude":24.96571,"longitude":121.54089,"house price of unit area":45.1,"mlconsole_predictions":"51.1382","mlconsole_errors":"6.0382"},{"No":322,"transaction date":2012.917,"house age":16.9,"distance to the nearest MRT station":964.7496,"number of convenience stores":4,"latitude":24.98872,"longitude":121.53411,"house price of unit area":37.7,"mlconsole_predictions":"34.3355","mlconsole_errors":"3.3645"},{"No":92,"transaction date":2013.25,"house age":9.1,"distance to the nearest MRT station":1402.016,"number of convenience stores":0,"latitude":24.98569,"longitude":121.5276,"house price of unit area":43.2,"mlconsole_predictions":"40.0813","mlconsole_errors":"3.1187"},{"No":53,"transaction date":2013.583,"house age":32.1,"distance to the nearest MRT station":1438.579,"number of convenience stores":3,"latitude":24.97419,"longitude":121.5175,"house price of unit area":27,"mlconsole_predictions":"29.7023","mlconsole_errors":"2.7023"},{"No":268,"transaction date":2012.833,"house age":34.7,"distance to the nearest MRT station":482.7581,"number of convenience stores":5,"latitude":24.97433,"longitude":121.53863,"house price of unit area":41.1,"mlconsole_predictions":"34.2023","mlconsole_errors":"6.8977"},{"No":294,"transaction date":2012.667,"house age":12.6,"distance to the nearest MRT station":383.2805,"number of convenience stores":7,"latitude":24.96735,"longitude":121.54464,"house price of unit area":42.5,"mlconsole_predictions":"40.3619","mlconsole_errors":"2.1381"},{"No":9,"transaction date":2013.5,"house age":31.7,"distance to the nearest MRT station":5512.038,"number of convenience stores":1,"latitude":24.95095,"longitude":121.48458,"house price of unit area":18.8,"mlconsole_predictions":"19.9080","mlconsole_errors":"1.1080"},{"No":101,"transaction date":2013.5,"house age":17.5,"distance to the nearest MRT station":964.7496,"number of convenience stores":4,"latitude":24.98872,"longitude":121.53411,"house price of unit area":38.2,"mlconsole_predictions":"40.4733","mlconsole_errors":"2.2733"}]}