Upload modelRun.json

modelRun.json

@@ -0,0 +1 @@
+{"id":0,"name":"model #1","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":5512.038}},"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":31.7}},"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":24.95095}},"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":121.48458}},"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":9}},"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":1}},"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":2013.5}},"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":18.8}},"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],"values":[854.7265625,479.5419006347656,285.45086669921875,192.30029296875,143.41537475585938,117.96476745605469,108.84506225585938,98.9962387084961]}},"mae":{"_mlconsole_type":"MetricValues","value":{"epochs":[0,1,2,3,4,5,6,7],"values":[27.547903060913086,20.28359031677246,14.939690589904785,11.476516723632812,9.333565711975098,8.080795288085938,7.610955238342285,7.064809322357178]}}}},"labelEncoder":null,"scalers":{"_mlconsole_type":"Map","value":{"distance to the nearest MRT station":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":1044.7486572265625,"stdev":1227.9049072265625}},"house age":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":17.657554626464844,"stdev":11.216438293457031}},"latitude":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":24.969877243041992,"stdev":0.012378050945699215}},"longitude":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":121.5335464477539,"stdev":0.014943279325962067}},"No":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":212.58200073242188,"stdev":118.08076477050781}},"number of convenience stores":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":4.192927360534668,"stdev":2.9900286197662354}},"transaction date":{"_mlconsole_type":"StandardScaler","value":{"config":{},"mean":2013.159912109375,"stdev":0.27719590067863464}}}},"encoders":{"_mlconsole_type":"Map","value":{}},"examples":[{"No":177,"transaction date":2012.833,"house age":13.9,"distance to the nearest MRT station":4573.779,"number of convenience stores":0,"latitude":24.94867,"longitude":121.49507,"house price of unit area":19.2},{"No":145,"transaction date":2013.083,"house age":11.9,"distance to the nearest MRT station":1360.139,"number of convenience stores":1,"latitude":24.95204,"longitude":121.54842,"house price of unit area":28.4},{"No":155,"transaction date":2013.5,"house age":16.9,"distance to the nearest MRT station":4066.587,"number of convenience stores":0,"latitude":24.94297,"longitude":121.50342,"house price of unit area":20.7},{"No":34,"transaction date":2013.25,"house age":16.5,"distance to the nearest MRT station":323.655,"number of convenience stores":6,"latitude":24.97841,"longitude":121.54281,"house price of unit area":49.3},{"No":380,"transaction date":2013.333,"house age":0,"distance to the nearest MRT station":292.9978,"number of convenience stores":6,"latitude":24.97744,"longitude":121.54458,"house price of unit area":69.7},{"No":250,"transaction date":2012.833,"house age":18,"distance to the nearest MRT station":6306.153,"number of convenience stores":1,"latitude":24.95743,"longitude":121.47516,"house price of unit area":15},{"No":79,"transaction date":2012.917,"house age":38.2,"distance to the nearest MRT station":552.4371,"number of convenience stores":2,"latitude":24.97598,"longitude":121.53381,"house price of unit area":29.8},{"No":327,"transaction date":2013.5,"house age":4.1,"distance to the nearest MRT station":56.47425,"number of convenience stores":7,"latitude":24.95744,"longitude":121.53711,"house price of unit area":62.1},{"No":57,"transaction date":2013.417,"house age":33.6,"distance to the nearest MRT station":371.2495,"number of convenience stores":8,"latitude":24.97254,"longitude":121.54059,"house price of unit area":41.9},{"No":59,"transaction date":2013.5,"house age":30.3,"distance to the nearest MRT station":4510.359,"number of convenience stores":1,"latitude":24.94925,"longitude":121.49542,"house price of unit area":22.6}]}