{ "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": "pokemon.csv", "features": [ { "name": "height_m", "used": true, "type": 0, "statistics": { "type_percentage": { "_mlconsole_type": "Map", "value": { "number": 1 } }, "example_value_per_type": { "_mlconsole_type": "Map", "value": { "number": 0.5 } }, "unique_values": 52, "presence_percentage": 0.9750312109862672 } }, { "name": "is_legendary", "used": true, "type": 1, "statistics": { "type_percentage": { "_mlconsole_type": "Map", "value": { "number": 1 } }, "example_value_per_type": { "_mlconsole_type": "Map", "value": { "number": 0 } }, "unique_values": 2, "presence_percentage": 1 } }, { "name": "speed", "used": true, "type": 0, "statistics": { "type_percentage": { "_mlconsole_type": "Map", "value": { "number": 1 } }, "example_value_per_type": { "_mlconsole_type": "Map", "value": { "number": 55 } }, "unique_values": 113, "presence_percentage": 1 } }, { "name": "weight_kg", "used": true, "type": 0, "statistics": { "type_percentage": { "_mlconsole_type": "Map", "value": { "number": 1 } }, "example_value_per_type": { "_mlconsole_type": "Map", "value": { "number": 5.5 } }, "unique_values": 422, "presence_percentage": 0.9750312109862672 } } ], "label": { "name": "hp", "used": false, "type": 0, "statistics": { "type_percentage": { "_mlconsole_type": "Map", "value": { "number": 1 } }, "example_value_per_type": { "_mlconsole_type": "Map", "value": { "number": 62 } }, "unique_values": 99, "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, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 ], "values": [ 3090.640869140625, 1578.345458984375, 909.5206909179688, 609.6575927734375, 534.9366455078125, 516.3690185546875, 501.1787109375, 498.6440124511719, 489.76129150390625, 490.90869140625, 482.5125427246094, 480.81494140625, 480.88714599609375, 477.308349609375, 474.2776794433594, 470.0498962402344, 469.5538635253906, 466.94976806640625, 465.8966369628906, 466.6153259277344, 458.729248046875, 450.9028015136719, 453.92291259765625, 455.5875244140625, 455.0916748046875, 452.4609375, 455.0310363769531, 454.8754577636719, 463.3952331542969, 459.8737487792969, 457.18505859375, 454.7302551269531 ] } }, "mae": { "_mlconsole_type": "e", "value": { "epochs": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31 ], "values": [ 51.610877990722656, 34.11787033081055, 23.49457550048828, 18.198640823364258, 16.89244270324707, 16.702274322509766, 16.373241424560547, 16.33411407470703, 16.351337432861328, 16.22027015686035, 15.953168869018555, 15.891965866088867, 15.803117752075195, 15.82750415802002, 15.500202178955078, 15.606027603149414, 15.50359058380127, 15.377290725708008, 15.44459056854248, 15.339128494262695, 15.259275436401367, 15.179055213928223, 15.169782638549805, 15.141100883483887, 15.181106567382812, 15.13109302520752, 15.122254371643066, 15.096785545349121, 15.14068603515625, 15.09447193145752, 15.100677490234375, 14.992874145507812 ] } } } }, "labelEncoder": null, "scalers": { "_mlconsole_type": "Map", "value": { "height_m": { "_mlconsole_type": "e", "value": { "std": { "_mlconsole_type": "e", "value": { "kept": false, "isDisposedInternal": false, "shape": [], "dtype": "float32", "size": 1, "strides": [], "dataId": { "id": 28 }, "id": 33, "rankType": "0", "scopeId": 7 } }, "mean": { "_mlconsole_type": "e", "value": { "kept": false, "isDisposedInternal": false, "shape": [], "dtype": "float32", "size": 1, "strides": [], "dataId": { "id": 30 }, "id": 34, "rankType": "0", "scopeId": 8 } } } }, "speed": { "_mlconsole_type": "e", "value": { "std": { "_mlconsole_type": "e", "value": { "kept": false, "isDisposedInternal": false, "shape": [], "dtype": "float32", "size": 1, "strides": [], "dataId": { "id": 53 }, "id": 47, "rankType": "0", "scopeId": 20 } }, "mean": { "_mlconsole_type": "e", "value": { "kept": false, "isDisposedInternal": false, "shape": [], "dtype": "float32", "size": 1, "strides": [], "dataId": { "id": 55 }, "id": 48, "rankType": "0", "scopeId": 21 } } } }, "weight_kg": { "_mlconsole_type": "e", "value": { "std": { "_mlconsole_type": "e", "value": { "kept": false, "isDisposedInternal": false, "shape": [], "dtype": "float32", "size": 1, "strides": [], "dataId": { "id": 78 }, "id": 61, "rankType": "0", "scopeId": 33 } }, "mean": { "_mlconsole_type": "e", "value": { "kept": false, "isDisposedInternal": false, "shape": [], "dtype": "float32", "size": 1, "strides": [], "dataId": { "id": 80 }, "id": 62, "rankType": "0", "scopeId": 34 } } } } } }, "encoders": { "_mlconsole_type": "Map", "value": { "is_legendary": { "_mlconsole_type": "e", "value": { "label": [ 0, 1 ] } } } } }