Hugging Face's logo

julien-c
/
pokemon-predict-hp

Tabular Regression
mlconsole
Eval Results
Model card Files Community
julien-c HF staff commited on
Commit
b80ae52
•
1 Parent(s): c776ca4

Formatted JSON, just for diff purposes

Browse files
Files changed (2) hide show
  1. model.json +262 -1
  2. modelRun.json +418 -1
model.json CHANGED
@@ -1 +1,262 @@
1
- {"modelTopology":{"class_name":"Model","config":{"name":"model1","layers":[{"name":"input1","class_name":"InputLayer","config":{"batch_input_shape":[null,5],"dtype":"float32","sparse":false,"name":"input1"},"inbound_nodes":[]},{"name":"dense_Dense1","class_name":"Dense","config":{"units":64,"activation":"linear","use_bias":true,"kernel_initializer":{"class_name":"VarianceScaling","config":{"scale":1,"mode":"fan_avg","distribution":"normal","seed":null}},"bias_initializer":{"class_name":"Zeros","config":{}},"kernel_regularizer":{"class_name":"L1L2","config":{"l1":0.001,"l2":0.001}},"bias_regularizer":{"class_name":"L1L2","config":{"l1":0.001,"l2":0.001}},"activity_regularizer":null,"kernel_constraint":null,"bias_constraint":null,"name":"dense_Dense1","trainable":true},"inbound_nodes":[[["input1",0,0,{}]]]},{"name":"batch_normalization_BatchNormalization1","class_name":"BatchNormalization","config":{"axis":-1,"momentum":0.99,"epsilon":0.001,"center":true,"scale":true,"beta_initializer":{"class_name":"Zeros","config":{}},"gamma_initializer":{"class_name":"Ones","config":{}},"moving_mean_initializer":{"class_name":"Zeros","config":{}},"moving_variance_initializer":{"class_name":"Ones","config":{}},"beta_regularizer":null,"gamma_regularizer":null,"beta_constraint":null,"gamma_constraint":null,"name":"batch_normalization_BatchNormalization1","trainable":true},"inbound_nodes":[[["dense_Dense1",0,0,{}]]]},{"name":"activation_Activation1","class_name":"Activation","config":{"activation":"relu6","name":"activation_Activation1","trainable":true},"inbound_nodes":[[["batch_normalization_BatchNormalization1",0,0,{}]]]},{"name":"dense_Dense2","class_name":"Dense","config":{"units":1,"activation":"linear","use_bias":true,"kernel_initializer":{"class_name":"VarianceScaling","config":{"scale":1,"mode":"fan_avg","distribution":"normal","seed":null}},"bias_initializer":{"class_name":"Zeros","config":{}},"kernel_regularizer":null,"bias_regularizer":null,"activity_regularizer":null,"kernel_constraint":null,"bias_constraint":null,"name":"dense_Dense2","trainable":true},"inbound_nodes":[[["activation_Activation1",0,0,{}]]]}],"input_layers":[["input1",0,0]],"output_layers":[["dense_Dense2",0,0]]},"keras_version":"tfjs-layers 3.12.0","backend":"tensor_flow.js"},"format":"layers-model","generatedBy":"TensorFlow.js tfjs-layers v3.12.0","convertedBy":null,"weightsManifest":[{"paths":["./model.weights.bin"],"weights":[{"name":"dense_Dense1/kernel","shape":[5,64],"dtype":"float32"},{"name":"dense_Dense1/bias","shape":[64],"dtype":"float32"},{"name":"batch_normalization_BatchNormalization1/gamma","shape":[64],"dtype":"float32"},{"name":"batch_normalization_BatchNormalization1/beta","shape":[64],"dtype":"float32"},{"name":"dense_Dense2/kernel","shape":[64,1],"dtype":"float32"},{"name":"dense_Dense2/bias","shape":[1],"dtype":"float32"},{"name":"batch_normalization_BatchNormalization1/moving_mean","shape":[64],"dtype":"float32"},{"name":"batch_normalization_BatchNormalization1/moving_variance","shape":[64],"dtype":"float32"}]}]}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "modelTopology": {
3
+ "class_name": "Model",
4
+ "config": {
5
+ "name": "model1",
6
+ "layers": [
7
+ {
8
+ "name": "input1",
9
+ "class_name": "InputLayer",
10
+ "config": {
11
+ "batch_input_shape": [
12
+ null,
13
+ 5
14
+ ],
15
+ "dtype": "float32",
16
+ "sparse": false,
17
+ "name": "input1"
18
+ },
19
+ "inbound_nodes": []
20
+ },
21
+ {
22
+ "name": "dense_Dense1",
23
+ "class_name": "Dense",
24
+ "config": {
25
+ "units": 64,
26
+ "activation": "linear",
27
+ "use_bias": true,
28
+ "kernel_initializer": {
29
+ "class_name": "VarianceScaling",
30
+ "config": {
31
+ "scale": 1,
32
+ "mode": "fan_avg",
33
+ "distribution": "normal",
34
+ "seed": null
35
+ }
36
+ },
37
+ "bias_initializer": {
38
+ "class_name": "Zeros",
39
+ "config": {}
40
+ },
41
+ "kernel_regularizer": {
42
+ "class_name": "L1L2",
43
+ "config": {
44
+ "l1": 0.001,
45
+ "l2": 0.001
46
+ }
47
+ },
48
+ "bias_regularizer": {
49
+ "class_name": "L1L2",
50
+ "config": {
51
+ "l1": 0.001,
52
+ "l2": 0.001
53
+ }
54
+ },
55
+ "activity_regularizer": null,
56
+ "kernel_constraint": null,
57
+ "bias_constraint": null,
58
+ "name": "dense_Dense1",
59
+ "trainable": true
60
+ },
61
+ "inbound_nodes": [
62
+ [
63
+ [
64
+ "input1",
65
+ 0,
66
+ 0,
67
+ {}
68
+ ]
69
+ ]
70
+ ]
71
+ },
72
+ {
73
+ "name": "batch_normalization_BatchNormalization1",
74
+ "class_name": "BatchNormalization",
75
+ "config": {
76
+ "axis": -1,
77
+ "momentum": 0.99,
78
+ "epsilon": 0.001,
79
+ "center": true,
80
+ "scale": true,
81
+ "beta_initializer": {
82
+ "class_name": "Zeros",
83
+ "config": {}
84
+ },
85
+ "gamma_initializer": {
86
+ "class_name": "Ones",
87
+ "config": {}
88
+ },
89
+ "moving_mean_initializer": {
90
+ "class_name": "Zeros",
91
+ "config": {}
92
+ },
93
+ "moving_variance_initializer": {
94
+ "class_name": "Ones",
95
+ "config": {}
96
+ },
97
+ "beta_regularizer": null,
98
+ "gamma_regularizer": null,
99
+ "beta_constraint": null,
100
+ "gamma_constraint": null,
101
+ "name": "batch_normalization_BatchNormalization1",
102
+ "trainable": true
103
+ },
104
+ "inbound_nodes": [
105
+ [
106
+ [
107
+ "dense_Dense1",
108
+ 0,
109
+ 0,
110
+ {}
111
+ ]
112
+ ]
113
+ ]
114
+ },
115
+ {
116
+ "name": "activation_Activation1",
117
+ "class_name": "Activation",
118
+ "config": {
119
+ "activation": "relu6",
120
+ "name": "activation_Activation1",
121
+ "trainable": true
122
+ },
123
+ "inbound_nodes": [
124
+ [
125
+ [
126
+ "batch_normalization_BatchNormalization1",
127
+ 0,
128
+ 0,
129
+ {}
130
+ ]
131
+ ]
132
+ ]
133
+ },
134
+ {
135
+ "name": "dense_Dense2",
136
+ "class_name": "Dense",
137
+ "config": {
138
+ "units": 1,
139
+ "activation": "linear",
140
+ "use_bias": true,
141
+ "kernel_initializer": {
142
+ "class_name": "VarianceScaling",
143
+ "config": {
144
+ "scale": 1,
145
+ "mode": "fan_avg",
146
+ "distribution": "normal",
147
+ "seed": null
148
+ }
149
+ },
150
+ "bias_initializer": {
151
+ "class_name": "Zeros",
152
+ "config": {}
153
+ },
154
+ "kernel_regularizer": null,
155
+ "bias_regularizer": null,
156
+ "activity_regularizer": null,
157
+ "kernel_constraint": null,
158
+ "bias_constraint": null,
159
+ "name": "dense_Dense2",
160
+ "trainable": true
161
+ },
162
+ "inbound_nodes": [
163
+ [
164
+ [
165
+ "activation_Activation1",
166
+ 0,
167
+ 0,
168
+ {}
169
+ ]
170
+ ]
171
+ ]
172
+ }
173
+ ],
174
+ "input_layers": [
175
+ [
176
+ "input1",
177
+ 0,
178
+ 0
179
+ ]
180
+ ],
181
+ "output_layers": [
182
+ [
183
+ "dense_Dense2",
184
+ 0,
185
+ 0
186
+ ]
187
+ ]
188
+ },
189
+ "keras_version": "tfjs-layers 3.12.0",
190
+ "backend": "tensor_flow.js"
191
+ },
192
+ "format": "layers-model",
193
+ "generatedBy": "TensorFlow.js tfjs-layers v3.12.0",
194
+ "convertedBy": null,
195
+ "weightsManifest": [
196
+ {
197
+ "paths": [
198
+ "./model.weights.bin"
199
+ ],
200
+ "weights": [
201
+ {
202
+ "name": "dense_Dense1/kernel",
203
+ "shape": [
204
+ 5,
205
+ 64
206
+ ],
207
+ "dtype": "float32"
208
+ },
209
+ {
210
+ "name": "dense_Dense1/bias",
211
+ "shape": [
212
+ 64
213
+ ],
214
+ "dtype": "float32"
215
+ },
216
+ {
217
+ "name": "batch_normalization_BatchNormalization1/gamma",
218
+ "shape": [
219
+ 64
220
+ ],
221
+ "dtype": "float32"
222
+ },
223
+ {
224
+ "name": "batch_normalization_BatchNormalization1/beta",
225
+ "shape": [
226
+ 64
227
+ ],
228
+ "dtype": "float32"
229
+ },
230
+ {
231
+ "name": "dense_Dense2/kernel",
232
+ "shape": [
233
+ 64,
234
+ 1
235
+ ],
236
+ "dtype": "float32"
237
+ },
238
+ {
239
+ "name": "dense_Dense2/bias",
240
+ "shape": [
241
+ 1
242
+ ],
243
+ "dtype": "float32"
244
+ },
245
+ {
246
+ "name": "batch_normalization_BatchNormalization1/moving_mean",
247
+ "shape": [
248
+ 64
249
+ ],
250
+ "dtype": "float32"
251
+ },
252
+ {
253
+ "name": "batch_normalization_BatchNormalization1/moving_variance",
254
+ "shape": [
255
+ 64
256
+ ],
257
+ "dtype": "float32"
258
+ }
259
+ ]
260
+ }
261
+ ]
262
+ }
modelRun.json CHANGED
@@ -1 +1,418 @@
1
- {"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]}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "id": 0,
3
+ "name": "model #1",
4
+ "modelConfig": {
5
+ "_mlconsole_type": "e",
6
+ "value": {
7
+ "task": "regression",
8
+ "optimizer": "adagrad",
9
+ "learningRate": 0.04,
10
+ "hiddenLayers": 1,
11
+ "unitsPerLayer": 64,
12
+ "batchSize": 16,
13
+ "batchNorm": true,
14
+ "numEnsembles": 1,
15
+ "maxEpochs": 150,
16
+ "regularization": 0.001,
17
+ "earlyStopping": true,
18
+ "earlyStoppingSteps": 10
19
+ }
20
+ },
21
+ "status": 2,
22
+ "datasetName": "pokemon.csv",
23
+ "features": [
24
+ {
25
+ "name": "height_m",
26
+ "used": true,
27
+ "type": 0,
28
+ "statistics": {
29
+ "type_percentage": {
30
+ "_mlconsole_type": "Map",
31
+ "value": {
32
+ "number": 1
33
+ }
34
+ },
35
+ "example_value_per_type": {
36
+ "_mlconsole_type": "Map",
37
+ "value": {
38
+ "number": 0.5
39
+ }
40
+ },
41
+ "unique_values": 52,
42
+ "presence_percentage": 0.9750312109862672
43
+ }
44
+ },
45
+ {
46
+ "name": "is_legendary",
47
+ "used": true,
48
+ "type": 1,
49
+ "statistics": {
50
+ "type_percentage": {
51
+ "_mlconsole_type": "Map",
52
+ "value": {
53
+ "number": 1
54
+ }
55
+ },
56
+ "example_value_per_type": {
57
+ "_mlconsole_type": "Map",
58
+ "value": {
59
+ "number": 0
60
+ }
61
+ },
62
+ "unique_values": 2,
63
+ "presence_percentage": 1
64
+ }
65
+ },
66
+ {
67
+ "name": "speed",
68
+ "used": true,
69
+ "type": 0,
70
+ "statistics": {
71
+ "type_percentage": {
72
+ "_mlconsole_type": "Map",
73
+ "value": {
74
+ "number": 1
75
+ }
76
+ },
77
+ "example_value_per_type": {
78
+ "_mlconsole_type": "Map",
79
+ "value": {
80
+ "number": 55
81
+ }
82
+ },
83
+ "unique_values": 113,
84
+ "presence_percentage": 1
85
+ }
86
+ },
87
+ {
88
+ "name": "weight_kg",
89
+ "used": true,
90
+ "type": 0,
91
+ "statistics": {
92
+ "type_percentage": {
93
+ "_mlconsole_type": "Map",
94
+ "value": {
95
+ "number": 1
96
+ }
97
+ },
98
+ "example_value_per_type": {
99
+ "_mlconsole_type": "Map",
100
+ "value": {
101
+ "number": 5.5
102
+ }
103
+ },
104
+ "unique_values": 422,
105
+ "presence_percentage": 0.9750312109862672
106
+ }
107
+ }
108
+ ],
109
+ "label": {
110
+ "name": "hp",
111
+ "used": false,
112
+ "type": 0,
113
+ "statistics": {
114
+ "type_percentage": {
115
+ "_mlconsole_type": "Map",
116
+ "value": {
117
+ "number": 1
118
+ }
119
+ },
120
+ "example_value_per_type": {
121
+ "_mlconsole_type": "Map",
122
+ "value": {
123
+ "number": 62
124
+ }
125
+ },
126
+ "unique_values": 99,
127
+ "presence_percentage": 1
128
+ }
129
+ },
130
+ "metrics": {
131
+ "_mlconsole_type": "Map",
132
+ "value": {
133
+ "loss": {
134
+ "_mlconsole_type": "e",
135
+ "value": {
136
+ "epochs": [
137
+ 0,
138
+ 1,
139
+ 2,
140
+ 3,
141
+ 4,
142
+ 5,
143
+ 6,
144
+ 7,
145
+ 8,
146
+ 9,
147
+ 10,
148
+ 11,
149
+ 12,
150
+ 13,
151
+ 14,
152
+ 15,
153
+ 16,
154
+ 17,
155
+ 18,
156
+ 19,
157
+ 20,
158
+ 21,
159
+ 22,
160
+ 23,
161
+ 24,
162
+ 25,
163
+ 26,
164
+ 27,
165
+ 28,
166
+ 29,
167
+ 30,
168
+ 31
169
+ ],
170
+ "values": [
171
+ 3090.640869140625,
172
+ 1578.345458984375,
173
+ 909.5206909179688,
174
+ 609.6575927734375,
175
+ 534.9366455078125,
176
+ 516.3690185546875,
177
+ 501.1787109375,
178
+ 498.6440124511719,
179
+ 489.76129150390625,
180
+ 490.90869140625,
181
+ 482.5125427246094,
182
+ 480.81494140625,
183
+ 480.88714599609375,
184
+ 477.308349609375,
185
+ 474.2776794433594,
186
+ 470.0498962402344,
187
+ 469.5538635253906,
188
+ 466.94976806640625,
189
+ 465.8966369628906,
190
+ 466.6153259277344,
191
+ 458.729248046875,
192
+ 450.9028015136719,
193
+ 453.92291259765625,
194
+ 455.5875244140625,
195
+ 455.0916748046875,
196
+ 452.4609375,
197
+ 455.0310363769531,
198
+ 454.8754577636719,
199
+ 463.3952331542969,
200
+ 459.8737487792969,
201
+ 457.18505859375,
202
+ 454.7302551269531
203
+ ]
204
+ }
205
+ },
206
+ "mae": {
207
+ "_mlconsole_type": "e",
208
+ "value": {
209
+ "epochs": [
210
+ 0,
211
+ 1,
212
+ 2,
213
+ 3,
214
+ 4,
215
+ 5,
216
+ 6,
217
+ 7,
218
+ 8,
219
+ 9,
220
+ 10,
221
+ 11,
222
+ 12,
223
+ 13,
224
+ 14,
225
+ 15,
226
+ 16,
227
+ 17,
228
+ 18,
229
+ 19,
230
+ 20,
231
+ 21,
232
+ 22,
233
+ 23,
234
+ 24,
235
+ 25,
236
+ 26,
237
+ 27,
238
+ 28,
239
+ 29,
240
+ 30,
241
+ 31
242
+ ],
243
+ "values": [
244
+ 51.610877990722656,
245
+ 34.11787033081055,
246
+ 23.49457550048828,
247
+ 18.198640823364258,
248
+ 16.89244270324707,
249
+ 16.702274322509766,
250
+ 16.373241424560547,
251
+ 16.33411407470703,
252
+ 16.351337432861328,
253
+ 16.22027015686035,
254
+ 15.953168869018555,
255
+ 15.891965866088867,
256
+ 15.803117752075195,
257
+ 15.82750415802002,
258
+ 15.500202178955078,
259
+ 15.606027603149414,
260
+ 15.50359058380127,
261
+ 15.377290725708008,
262
+ 15.44459056854248,
263
+ 15.339128494262695,
264
+ 15.259275436401367,
265
+ 15.179055213928223,
266
+ 15.169782638549805,
267
+ 15.141100883483887,
268
+ 15.181106567382812,
269
+ 15.13109302520752,
270
+ 15.122254371643066,
271
+ 15.096785545349121,
272
+ 15.14068603515625,
273
+ 15.09447193145752,
274
+ 15.100677490234375,
275
+ 14.992874145507812
276
+ ]
277
+ }
278
+ }
279
+ }
280
+ },
281
+ "labelEncoder": null,
282
+ "scalers": {
283
+ "_mlconsole_type": "Map",
284
+ "value": {
285
+ "height_m": {
286
+ "_mlconsole_type": "e",
287
+ "value": {
288
+ "std": {
289
+ "_mlconsole_type": "e",
290
+ "value": {
291
+ "kept": false,
292
+ "isDisposedInternal": false,
293
+ "shape": [],
294
+ "dtype": "float32",
295
+ "size": 1,
296
+ "strides": [],
297
+ "dataId": {
298
+ "id": 28
299
+ },
300
+ "id": 33,
301
+ "rankType": "0",
302
+ "scopeId": 7
303
+ }
304
+ },
305
+ "mean": {
306
+ "_mlconsole_type": "e",
307
+ "value": {
308
+ "kept": false,
309
+ "isDisposedInternal": false,
310
+ "shape": [],
311
+ "dtype": "float32",
312
+ "size": 1,
313
+ "strides": [],
314
+ "dataId": {
315
+ "id": 30
316
+ },
317
+ "id": 34,
318
+ "rankType": "0",
319
+ "scopeId": 8
320
+ }
321
+ }
322
+ }
323
+ },
324
+ "speed": {
325
+ "_mlconsole_type": "e",
326
+ "value": {
327
+ "std": {
328
+ "_mlconsole_type": "e",
329
+ "value": {
330
+ "kept": false,
331
+ "isDisposedInternal": false,
332
+ "shape": [],
333
+ "dtype": "float32",
334
+ "size": 1,
335
+ "strides": [],
336
+ "dataId": {
337
+ "id": 53
338
+ },
339
+ "id": 47,
340
+ "rankType": "0",
341
+ "scopeId": 20
342
+ }
343
+ },
344
+ "mean": {
345
+ "_mlconsole_type": "e",
346
+ "value": {
347
+ "kept": false,
348
+ "isDisposedInternal": false,
349
+ "shape": [],
350
+ "dtype": "float32",
351
+ "size": 1,
352
+ "strides": [],
353
+ "dataId": {
354
+ "id": 55
355
+ },
356
+ "id": 48,
357
+ "rankType": "0",
358
+ "scopeId": 21
359
+ }
360
+ }
361
+ }
362
+ },
363
+ "weight_kg": {
364
+ "_mlconsole_type": "e",
365
+ "value": {
366
+ "std": {
367
+ "_mlconsole_type": "e",
368
+ "value": {
369
+ "kept": false,
370
+ "isDisposedInternal": false,
371
+ "shape": [],
372
+ "dtype": "float32",
373
+ "size": 1,
374
+ "strides": [],
375
+ "dataId": {
376
+ "id": 78
377
+ },
378
+ "id": 61,
379
+ "rankType": "0",
380
+ "scopeId": 33
381
+ }
382
+ },
383
+ "mean": {
384
+ "_mlconsole_type": "e",
385
+ "value": {
386
+ "kept": false,
387
+ "isDisposedInternal": false,
388
+ "shape": [],
389
+ "dtype": "float32",
390
+ "size": 1,
391
+ "strides": [],
392
+ "dataId": {
393
+ "id": 80
394
+ },
395
+ "id": 62,
396
+ "rankType": "0",
397
+ "scopeId": 34
398
+ }
399
+ }
400
+ }
401
+ }
402
+ }
403
+ },
404
+ "encoders": {
405
+ "_mlconsole_type": "Map",
406
+ "value": {
407
+ "is_legendary": {
408
+ "_mlconsole_type": "e",
409
+ "value": {
410
+ "label": [
411
+ 0,
412
+ 1
413
+ ]
414
+ }
415
+ }
416
+ }
417
+ }
418
+ }