pushing files to the repo from the example!
Browse files- README.md +34 -34
- config.json +52 -52
- rf_model.pkl +2 -2
README.md
CHANGED
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@@ -9,66 +9,66 @@ model_format: pickle
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model_file: rf_model.pkl
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widget:
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structuredData:
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- 14.300000190734863
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x12:
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---
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# Model description
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|
@@ -115,7 +115,7 @@ The model is trained with below hyperparameters.
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The model plot is below.
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-
<style>#sk-container-id-
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## Evaluation Results
|
| 121 |
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model_file: rf_model.pkl
|
| 10 |
widget:
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| 11 |
structuredData:
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| 12 |
+
cons_12m:
|
| 13 |
- 22353.0
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| 14 |
- 18097.0
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| 15 |
- 1893.0
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cons_last_month:
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- 300.0
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contract_length:
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- 2574
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- 2243
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- 2393
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forecast_cons_12m:
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- 1376.530029296875
|
| 26 |
- 1810.1199951171875
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| 27 |
- 284.42999267578125
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| 28 |
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forecast_cons_year:
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| 29 |
- 0.0
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| 30 |
- 0.0
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| 31 |
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forecast_discount_energy:
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| 33 |
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- 0
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| 34 |
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- 0
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| 35 |
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- 0
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| 36 |
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forecast_meter_rent_12m:
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| 37 |
- 0.0
|
| 38 |
- 126.66000366210938
|
| 39 |
- 19.809999465942383
|
| 40 |
+
forecast_price_pow_off_peak:
|
| 41 |
- 44.311378479003906
|
| 42 |
- 40.6067008972168
|
| 43 |
- 44.311378479003906
|
| 44 |
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has_gas_t:
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- 0
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| 46 |
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- 0
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| 47 |
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- 0
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imp_cons:
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| 49 |
- 0.0
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| 50 |
- 0.0
|
| 51 |
- 0.0
|
| 52 |
+
margin_gross_pow_ele:
|
| 53 |
- 29.5
|
| 54 |
- 27.0
|
| 55 |
- 9.399999618530273
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| 56 |
+
nb_prod_act:
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- 1.0
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- 1.0
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| 59 |
- 1.0
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| 60 |
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num_years_antig:
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- 6.0
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| 62 |
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- 6.0
|
| 63 |
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- 6.0
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| 64 |
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pow_max:
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| 65 |
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- 14.300000190734863
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| 66 |
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- 18.0
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| 67 |
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- 12.5
|
| 68 |
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price_diff_energy_peak_offpeak:
|
| 69 |
+
- -0.1458740234375
|
| 70 |
+
- -0.016845703125
|
| 71 |
+
- -0.145751953125
|
| 72 |
---
|
| 73 |
|
| 74 |
# Model description
|
|
|
|
| 115 |
|
| 116 |
The model plot is below.
|
| 117 |
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+
<style>#sk-container-id-4 {color: black;background-color: white;}#sk-container-id-4 pre{padding: 0;}#sk-container-id-4 div.sk-toggleable {background-color: white;}#sk-container-id-4 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-4 label.sk-toggleable__label-arrow:before {content: "▸";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-4 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-4 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-4 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-4 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-4 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-4 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";}#sk-container-id-4 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-4 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-4 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-4 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-4 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-4 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-4 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-4 div.sk-serial::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-4 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-4 div.sk-item {position: relative;z-index: 1;}#sk-container-id-4 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-4 div.sk-item::before, #sk-container-id-4 div.sk-parallel-item::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-4 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-4 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-4 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-4 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-4 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-4 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-4 div.sk-label-container {text-align: center;}#sk-container-id-4 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-4 div.sk-text-repr-fallback {display: none;}</style><div id="sk-container-id-4" class="sk-top-container" style="overflow: auto;"><div class="sk-text-repr-fallback"><pre>RandomForestClassifier(n_estimators=25, n_jobs=-1, random_state=1)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-4" type="checkbox" checked><label for="sk-estimator-id-4" class="sk-toggleable__label sk-toggleable__label-arrow">RandomForestClassifier</label><div class="sk-toggleable__content"><pre>RandomForestClassifier(n_estimators=25, n_jobs=-1, random_state=1)</pre></div></div></div></div></div>
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## Evaluation Results
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| 121 |
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config.json
CHANGED
|
@@ -1,100 +1,100 @@
|
|
| 1 |
{
|
| 2 |
"sklearn": {
|
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"columns": [
|
| 4 |
-
"
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| 5 |
-
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-
"
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-
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-
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],
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"environment": [
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"scikit-learn=1.2.0"
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| 22 |
],
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| 23 |
"example_input": {
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| 24 |
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| 80 |
44.311378479003906,
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44.311378479003906
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]
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},
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"model": {
|
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| 1 |
{
|
| 2 |
"sklearn": {
|
| 3 |
"columns": [
|
| 4 |
+
"cons_12m",
|
| 5 |
+
"cons_last_month",
|
| 6 |
+
"forecast_cons_12m",
|
| 7 |
+
"forecast_cons_year",
|
| 8 |
+
"forecast_discount_energy",
|
| 9 |
+
"forecast_meter_rent_12m",
|
| 10 |
+
"forecast_price_pow_off_peak",
|
| 11 |
+
"imp_cons",
|
| 12 |
+
"margin_gross_pow_ele",
|
| 13 |
+
"nb_prod_act",
|
| 14 |
+
"num_years_antig",
|
| 15 |
+
"pow_max",
|
| 16 |
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"has_gas_t",
|
| 17 |
+
"price_diff_energy_peak_offpeak",
|
| 18 |
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"contract_length"
|
| 19 |
],
|
| 20 |
"environment": [
|
| 21 |
"scikit-learn=1.2.0"
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| 22 |
],
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| 23 |
"example_input": {
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"cons_last_month": [
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"contract_length": [
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"forecast_cons_12m": [
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"forecast_meter_rent_12m": [
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| 56 |
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| 58 |
],
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"forecast_price_pow_off_peak": [
|
| 60 |
44.311378479003906,
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| 61 |
40.6067008972168,
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| 62 |
44.311378479003906
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| 63 |
],
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"has_gas_t": [
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0,
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],
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"imp_cons": [
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],
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"margin_gross_pow_ele": [
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| 75 |
29.5,
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| 76 |
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| 77 |
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| 78 |
],
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"nb_prod_act": [
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| 80 |
1.0,
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1.0,
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],
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| 84 |
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"num_years_antig": [
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6.0,
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6.0,
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6.0
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],
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"pow_max": [
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14.300000190734863,
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18.0,
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],
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"price_diff_energy_peak_offpeak": [
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|
| 97 |
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|
| 98 |
]
|
| 99 |
},
|
| 100 |
"model": {
|
rf_model.pkl
CHANGED
|
@@ -1,3 +1,3 @@
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| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:
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| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b6607b2f4aef5845333d6202a9345bd7c213d13f39cb1aa7600ab03e854e13cf
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| 3 |
+
size 7086824
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