File size: 4,318 Bytes
b5db32a
1
{"id":2,"name":"model #3","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":"Agricultural yield","features":[{"name":"average_rain_fall_mm_per_year","used":true,"type":1,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":1761}},"unique_values":1,"presence_percentage":1}},{"name":"avg_temp","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":26.13}},"unique_values":179,"presence_percentage":1}},{"name":"Item","used":true,"type":1,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"string":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"string":"Potatoes"}},"unique_values":9,"presence_percentage":1}},{"name":"pesticides_tonnes","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":346583}},"unique_values":23,"presence_percentage":1}},{"name":"Year","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":2012}},"unique_values":23,"presence_percentage":1}}],"label":{"name":"yield","used":true,"type":0,"statistics":{"type_percentage":{"_mlconsole_type":"Map","value":{"number":1}},"example_value_per_type":{"_mlconsole_type":"Map","value":{"number":274.457}},"unique_values":204,"presence_percentage":1}},"metrics":{"_mlconsole_type":"Map","value":{"loss":{"_mlconsole_type":"e","value":{"epochs":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15],"values":[6150.3671875,3663.39697265625,2434.33203125,1599.4735107421875,1038.953369140625,609.2936401367188,397.6455078125,263.884765625,198.90518188476562,177.03538513183594,152.52496337890625,141.03125,156.92601013183594,130.39894104003906,136.64041137695312,128.23114013671875]}},"mae":{"_mlconsole_type":"e","value":{"epochs":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15],"values":[57.40926742553711,43.67502975463867,35.10576629638672,27.357711791992188,20.176097869873047,14.459283828735352,10.189855575561523,8.739630699157715,7.3846435546875,7.315781593322754,6.747874736785889,7.1559247970581055,6.706023216247559,7.234604835510254,6.922038555145264,7.280202388763428]}}}},"labelEncoder":null,"scalers":{"_mlconsole_type":"Map","value":{"avg_temp":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":537497},"id":477715,"rankType":"0","scopeId":431751}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":537500},"id":477716,"rankType":"0","scopeId":431752}}}},"pesticides_tonnes":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":537525},"id":477729,"rankType":"0","scopeId":431764}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":537528},"id":477730,"rankType":"0","scopeId":431765}}}},"Year":{"_mlconsole_type":"e","value":{"std":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":537553},"id":477743,"rankType":"0","scopeId":431777}},"mean":{"_mlconsole_type":"e","value":{"kept":false,"isDisposedInternal":false,"shape":[],"dtype":"float32","size":1,"strides":[],"dataId":{"id":537556},"id":477744,"rankType":"0","scopeId":431778}}}}}},"encoders":{"_mlconsole_type":"Map","value":{"average_rain_fall_mm_per_year":{"_mlconsole_type":"e","value":{"label":[1761]}},"Item":{"_mlconsole_type":"e","value":{"label":["Potatoes","Soybeans","Sweet potatoes","Maize","Wheat","Cassava","Sorghum","Yams","Rice, paddy"]}}}}}