adding lesson learned concerning core 0 state on samsung galaxy s8

kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.92_base_Y/.~lock.d_X_5_linear_coefficients.csv# → kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.92_base_Y/.~lock.d_X_1_linear_coefficients.csv#

-,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,07.09.2022 20:10,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
\ No newline at end of file
+,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,08.09.2022 16:13,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
\ No newline at end of file

kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.92_base_Y/d_X_1_linear_coefficients.csv

+Variable,meaning ,d_X_1 (Variation relative to Core 0 state),asolute d_X_1
+X_0,frequency level of Little Socket,-375325746.7344104,375325746.7344104
+X_1,Core 0 state,-24204261.885480247,24204261.885480247
+X_2,Core 1 state,-17137948.78203504,17137948.78203504
+X_3,Core 2 state,-269405056.2676291,269405056.2676291
+X_4,Core 3 state,-548476436.9975672,548476436.9975672
+X_5,frequency level of Big Socket,315726988.76556957,315726988.76556957
+X_6,Core 4 state,-571199454.2995156,571199454.2995156
+X_7,Core 5 state,-15778179.11944361,15778179.11944361
+X_8,Core 6 state,310274960.0756575,310274960.0756575
+X_9,Core 7 state,73681296.73923588,73681296.73923588
+
+
+ Ordered by value of coefficient, the first has the best positive interaction, with Core 0 state 
+ Variable,meaning ,d_X_1 (Variation relative to Core 0 state),asolute d_X_1
+X_5,frequency level of Big Socket,315726988.76556957,315726988.76556957
+X_8,Core 6 state,310274960.0756575,310274960.0756575
+X_9,Core 7 state,73681296.73923588,73681296.73923588
+X_7,Core 5 state,-15778179.11944361,15778179.11944361
+X_2,Core 1 state,-17137948.78203504,17137948.78203504
+X_1,Core 0 state,-24204261.885480247,24204261.885480247
+X_3,Core 2 state,-269405056.2676291,269405056.2676291
+X_0,frequency level of Little Socket,-375325746.7344104,375325746.7344104
+X_4,Core 3 state,-548476436.9975672,548476436.9975672
+X_6,Core 4 state,-571199454.2995156,571199454.2995156
+
+
+ Ordered by absolute value of coefficients,  the first has the best absolute interaction, with Core 0 state  
+ Variable,meaning ,d_X_1 (Variation relative to Core 0 state),asolute d_X_1
+X_6,Core 4 state,-571199454.2995156,571199454.2995156
+X_4,Core 3 state,-548476436.9975672,548476436.9975672
+X_0,frequency level of Little Socket,-375325746.7344104,375325746.7344104
+X_5,frequency level of Big Socket,315726988.76556957,315726988.76556957
+X_8,Core 6 state,310274960.0756575,310274960.0756575
+X_3,Core 2 state,-269405056.2676291,269405056.2676291
+X_9,Core 7 state,73681296.73923588,73681296.73923588
+X_1,Core 0 state,-24204261.885480247,24204261.885480247
+X_2,Core 1 state,-17137948.78203504,17137948.78203504
+X_7,Core 5 state,-15778179.11944361,15778179.11944361

kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.92_base_Y/d_X_5_linear_coefficients.csv

-Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
-X_0,frequency level of Little Socket,185338041.396828,185338041.396828
-X_1,Core 0 state,142944664.777401,142944664.777401
-X_2,Core 1 state,-62188270.5818187,62188270.5818187
-X_3,Core 2 state,-483852878.290178,483852878.290178
-X_4,Core 3 state,-244693261.090095,244693261.090095
-X_5,frequency level of Big Socket,-276565385.374416,276565385.374416
-X_6,Core 4 state,-64565898.1878078,64565898.1878078
-X_7,Core 5 state,246503048.446221,246503048.446221
-X_8,Core 6 state,-316474218.483897,316474218.483897
-X_9,Core 7 state,122364297.14268,122364297.14268
-,,,
-,,,
- Ordered by value of coefficient, the first has the best positive interaction, with frequency level of Big Socket ,
- Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
-X_7,Core 5 state,246503048.446221,246503048.446221
-X_0,frequency level of Little Socket,185338041.396828,185338041.396828
-X_1,Core 0 state,142944664.777401,142944664.777401
-X_9,Core 7 state,122364297.14268,122364297.14268
-X_2,Core 1 state,-62188270.5818187,62188270.5818187
-X_6,Core 4 state,-64565898.1878078,64565898.1878078
-X_4,Core 3 state,-244693261.090095,244693261.090095
-X_5,frequency level of Big Socket,-276565385.374416,276565385.374416
-X_8,Core 6 state,-316474218.483897,316474218.483897
-X_3,Core 2 state,-483852878.290178,483852878.290178
-,,,
-,,,
- Ordered by absolute value of coefficients,  the first has the best absolute interaction, with frequency level of Big Socket  ,
- Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
-X_3,Core 2 state,-483852878.290178,483852878.290178
-X_8,Core 6 state,-316474218.483897,316474218.483897
-X_5,frequency level of Big Socket,-276565385.374416,276565385.374416
-X_7,Core 5 state,246503048.446221,246503048.446221
-X_4,Core 3 state,-244693261.090095,244693261.090095
-X_0,frequency level of Little Socket,185338041.396828,185338041.396828
-X_1,Core 0 state,142944664.777401,142944664.777401
-X_9,Core 7 state,122364297.14268,122364297.14268
-X_6,Core 4 state,-64565898.1878078,64565898.1878078
-X_2,Core 1 state,-62188270.5818187,62188270.5818187
+Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
+X_0,frequency level of Little Socket,185338041.39682832,185338041.39682832
+X_1,Core 0 state,142944664.77740052,142944664.77740052
+X_2,Core 1 state,-62188270.581818655,62188270.581818655
+X_3,Core 2 state,-483852878.29017764,483852878.29017764
+X_4,Core 3 state,-244693261.0900952,244693261.0900952
+X_5,frequency level of Big Socket,-276565385.3744161,276565385.3744161
+X_6,Core 4 state,-64565898.18780776,64565898.18780776
+X_7,Core 5 state,246503048.44622064,246503048.44622064
+X_8,Core 6 state,-316474218.4838966,316474218.4838966
+X_9,Core 7 state,122364297.14268036,122364297.14268036
+
+
+ Ordered by value of coefficient, the first has the best positive interaction, with frequency level of Big Socket 
+ Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
+X_7,Core 5 state,246503048.44622064,246503048.44622064
+X_0,frequency level of Little Socket,185338041.39682832,185338041.39682832
+X_1,Core 0 state,142944664.77740052,142944664.77740052
+X_9,Core 7 state,122364297.14268036,122364297.14268036
+X_2,Core 1 state,-62188270.581818655,62188270.581818655
+X_6,Core 4 state,-64565898.18780776,64565898.18780776
+X_4,Core 3 state,-244693261.0900952,244693261.0900952
+X_5,frequency level of Big Socket,-276565385.3744161,276565385.3744161
+X_8,Core 6 state,-316474218.4838966,316474218.4838966
+X_3,Core 2 state,-483852878.29017764,483852878.29017764
+
+
+ Ordered by absolute value of coefficients,  the first has the best absolute interaction, with frequency level of Big Socket  
+ Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
+X_3,Core 2 state,-483852878.29017764,483852878.29017764
+X_8,Core 6 state,-316474218.4838966,316474218.4838966
+X_5,frequency level of Big Socket,-276565385.3744161,276565385.3744161
+X_7,Core 5 state,246503048.44622064,246503048.44622064
+X_4,Core 3 state,-244693261.0900952,244693261.0900952
+X_0,frequency level of Little Socket,185338041.39682832,185338041.39682832
+X_1,Core 0 state,142944664.77740052,142944664.77740052
+X_9,Core 7 state,122364297.14268036,122364297.14268036
+X_6,Core 4 state,-64565898.18780776,64565898.18780776
+X_2,Core 1 state,-62188270.581818655,62188270.581818655