1
=== Run information ===
2

3
Scheme:       weka.classifiers.functions.MultilayerPerceptron -L 0.2 -M 0.2 -N 5000 -V 0 -S 0 -E 20 -H a -R -num-decimal-places 3 -batch-size 150
4
Relation:     zse_export_INA-R-A-features
5
Instances:    1884
6
Attributes:   7
7
              rsi
8
              mfi
9
              ema
10
              so
11
              macd
12
              sl
13
              cl_p
14
Test mode:    split 70.0% train, remainder test
15

16
=== Classifier model (full training set) ===
17

18
Linear Node 0
19
    Inputs    Weights
20
    Threshold    0.02227315141550372
21
    Node 1    0.5951348656202557
22
    Node 2    0.8152337309824629
23
    Node 3    -1.2543230040560853
24
Sigmoid Node 1
25
    Inputs    Weights
26
    Threshold    -2.4629732192528433
27
    Attrib rsi    -0.8342650188643955
28
    Attrib mfi    0.32813197318373233
29
    Attrib ema    4.2755937142424285
30
    Attrib so    -0.052237635031398055
31
    Attrib macd    -0.147060303201557
32
    Attrib sl    -0.5723477801517406
33
Sigmoid Node 2
34
    Inputs    Weights
35
    Threshold    -2.0808660264895185
36
    Attrib rsi    1.3769782729750404
37
    Attrib mfi    -0.27866666937003604
38
    Attrib ema    1.7665008578798373
39
    Attrib so    0.1708082712775889
40
    Attrib macd    0.19771638382866352
41
    Attrib sl    -0.1501515013762692
42
Sigmoid Node 3
43
    Inputs    Weights
44
    Threshold    -1.5680967286197487
45
    Attrib rsi    -0.9394559781542294
46
    Attrib mfi    0.1426311017750216
47
    Attrib ema    -2.9649511941394677
48
    Attrib so    0.16601737201815123
49
    Attrib macd    -0.6792198910070653
50
    Attrib sl    0.8529495633639091
51
Class 
52
    Input
53
    Node 0
54

55

56
Time taken to build model: 30.48 seconds
57

58
=== Predictions on test split ===
59

60
    inst#     actual  predicted      error
61
        1   3450       3322.898   -127.102 
62
        2   3400       3309.284    -90.716 
63
        3   3350.01    3305.31     -44.7   
64
        4   3326.2     3300.637    -25.563 
65
        5   3499       3300.068   -198.932 
66
        6   3350.01    3371.381     21.371 
67
        7   3320       3334.177     14.177 
68
        8   3325       3300.637    -24.363 
69
        9   3400       3304.621    -95.379 
70
       10   3305       3318.658     13.658 
71
       11   3310       3297.987    -12.013 
72
       12   3340.01    3302.928    -37.082 
73
       13   3400       3293.411   -106.589 
74
       14   3490       3294.496   -195.504 
75
       15   3400       3311.617    -88.383 
76
       16   3450       3265.186   -184.814 
77
       17   3400       3282.267   -117.733 
78
       18   3350       3269.997    -80.003 
79
       19   3300.01    3265.365    -34.645 
80
       20   3350       3235.275   -114.725 
81
       21   3370       3259.651   -110.349 
82
       22   3380       3276.892   -103.108 
83
       23   3350       3292.74     -57.26  
84
       24   3450       3276.67    -173.33  
85
       25   3300       3329.968     29.968 
86
       26   3300       3289.427    -10.573 
87
       27   3300       3283.709    -16.291 
88
       28   3300       3265.026    -34.974 
89
       29   3350       3242.44    -107.56  
90
       30   3450       3259.536   -190.464 
91
       31   3325       3296.758    -28.242 
92
       32   3300       3231.787    -68.213 
93
       33   3300       3226.276    -73.724 
94
       34   3325       3245.567    -79.433 
95
       35   3300       3248.093    -51.907 
96
       36   3310       3235.092    -74.908 
97
       37   3280       3229.268    -50.732 
98
       38   3500       3220.462   -279.538 
99
       39   3600       3319.369   -280.631 
100
       40   3550       3394.104   -155.896 
101
       41   3500       3368.27    -131.73  
102
       42   3600       3344.499   -255.501 
103
       43   3600       3413.486   -186.514 
104
       44   3580       3426.719   -153.281 
105
       45   3580       3409.029   -170.971 
106
       46   3580       3422.213   -157.787 
107
       47   3650       3439.411   -210.589 
108
       48   3750       3508.184   -241.816 
109
       49   3890       3589.375   -300.625 
110
       50   3999.99    3674.906   -325.084 
111
       51   4040       3734.562   -305.438 
112
       52   4199       3783.578   -415.422 
113
       53   4025       3824.148   -200.852 
114
       54   3975       3760.544   -214.456 
115
       55   3950       3758.886   -191.114 
116
       56   3935       3777.935   -157.065 
117
       57   3910       3787.663   -122.337 
118
       58   3900       3794.28    -105.72  
119
       59   4000       3818.341   -181.659 
120
       60   4000       3896.001   -103.999 
121
       61   3900       3938.367     38.367 
122
       62   4025       3902.98    -122.02  
123
       63   4050       3981.931    -68.069 
124
       64   4030       4006.422    -23.578 
125
       65   3964       3994.061     30.061 
126
       66   4000       3947.545    -52.455 
127
       67   3510       3932.951    422.951 
128
       68   4000       3751.217   -248.783 
129
       69   4000       3885.205   -114.795 
130
       70   3950       3902.216    -47.784 
131
       71   3950       3905.995    -44.005 
132
       72   4000       3927.4      -72.6   
133
       73   4020       3967.978    -52.022 
134
       74   3950       3983.623     33.623 
135
       75   4000       3958.359    -41.641 
136
       76   4020       3997.461    -22.539 
137
       77   4000       4008.905      8.905 
138
       78   4000       3996.47      -3.53  
139
       79   4000       3996.119     -3.881 
140
       80   4000       3997.28      -2.72  
141
       81   3950       3996.211     46.211 
142
       82   3950       4014.31      64.31  
143
       83   3950       4018.667     68.667 
144
       84   3950       4013.198     63.198 
145
       85   4020       4038.741     18.741 
146
       86   4020       4059.816     39.816 
147
       87   4020       4053.899     33.899 
148
       88   4000       4046.704     46.704 
149
       89   4035       4040.664      5.664 
150
       90   4050       4063.358     13.358 
151
       91   4100       4075.71     -24.29  
152
       92   4000       4118.073    118.073 
153
       93   3950       4032.401     82.401 
154
       94   4000       3996.418     -3.582 
155
       95   4030       4030.484      0.484 
156
       96   3952.02    4056.982    104.962 
157
       97   3952       4005.377     53.377 
158
       98   3952       4010.028     58.028 
159
       99   4000       4015.294     15.294 
160
      100   3950       4052.362    102.362 
161
      101   4000       4011.216     11.216 
162
      102   3950       4048.048     98.048 
163
      103   3950       4009.633     59.633 
164
      104   3950       4004.533     54.533 
165
      105   4000       3996.553     -3.447 
166
      106   3950       4021.636     71.636 
167
      107   4050       3982.357    -67.643 
168
      108   4000       4055.451     55.451 
169
      109   3950       4020.305     70.305 
170
      110   4000       3984.315    -15.685 
171
      111   3950       4021.369     71.369 
172
      112   4000       3997.397     -2.603 
173
      113   3950       4030.453     80.453 
174
      114   4000       3997.937     -2.063 
175
      115   4000       4030.773     30.773 
176
      116   3950       4028.868     78.868 
177
      117   3999.98    3999.535     -0.445 
178
      118   3925       4031.595    106.595 
179
      119   4000       3982.406    -17.594 
180
      120   3925       4027.109    102.109 
181
      121   3900       3986.003     86.003 
182
      122   3800       3952.54     152.54  
183
      123   3825       3879.834     54.834 
184
      124   3825.07    3893.384     68.314 
185
      125   3825       3883.102     58.102 
186
      126   3825       3878.877     53.877 
187
      127   3825       3867.923     42.923 
188
      128   3850       3865.06      15.06  
189
      129   3940       3880.651    -59.349 
190
      130   3800.01    3950.903    150.893 
191
      131   3800       3852.476     52.476 
192
      132   3800       3837.452     37.452 
193
      133   3800       3832.552     32.552 
194
      134   3800       3816.075     16.075 
195
      135   3818.88    3808.327    -10.553 
196
      136   3773       3823.739     50.739 
197
      137   3561.01    3802.718    241.708 
198
      138   3560       3735.645    175.645 
199
      139   3430       3726.605    296.605 
200
      140   3510.01    3707.398    197.388 
201
      141   3350.02    3712.238    362.218 
202
      142   3350.1     3683.647    333.547 
203
      143   3500       3647.04     147.04  
204
      144   3620       3620.604      0.604 
205
      145   3500       3648.401    148.401 
206
      146   3700       3588.85    -111.15  
207
      147   3900       3643.811   -256.189 
208
      148   3765       3707.461    -57.539 
209
      149   3710.01    3637.588    -72.422 
210
      150   3710.01    3596.074   -113.936 
211
      151   3710.01    3577.313   -132.697 
212
      152   3710.01    3590.015   -119.995 
213
      153   3710       3601.407   -108.593 
214
      154   3502.02    3629.125    127.105 
215
      155   3650       3574.589    -75.411 
216
      156   3650       3647.44      -2.56  
217
      157   3650       3680.211     30.211 
218
      158   3650       3691.571     41.571 
219
      159   3650       3688.358     38.358 
220
      160   3700       3704.241      4.241 
221
      161   3750       3711.173    -38.827 
222
      162   3675       3685.238     10.238 
223
      163   3650       3638.655    -11.345 
224
      164   3650       3612.335    -37.665 
225
      165   3650       3607.652    -42.348 
226
      166   3650       3587.665    -62.335 
227
      167   3650       3581.95     -68.05  
228
      168   3650       3574.942    -75.058 
229
      169   3850       3602.761   -247.239 
230
      170   3711       3721.199     10.199 
231
      171   3700       3649.066    -50.934 
232
      172   3700       3652.361    -47.639 
233
      173   3675       3658.323    -16.677 
234
      174   3799       3651.308   -147.692 
235
      175   3665       3714.855     49.855 
236
      176   3700       3639.244    -60.756 
237
      177   3700       3661.318    -38.682 
238
      178   3700       3673.032    -26.968 
239
      179   3899       3675.707   -223.293 
240
      180   3700       3782.317     82.317 
241
      181   3700       3690.694     -9.306 
242
      182   3700.1     3696.276     -3.824 
243
      183   3750       3700.936    -49.064 
244
      184   3705       3706.433      1.433 
245
      185   3700       3686.729    -13.271 
246
      186   3700       3686.672    -13.328 
247
      187   3665       3682.596     17.596 
248
      188   3665       3671.046      6.046 
249
      189   3665       3653.897    -11.103 
250
      190   3625       3663.879     38.879 
251
      191   3625       3636.988     11.988 
252
      192   3625       3626.42       1.42  
253
      193   3625       3625.613      0.613 
254
      194   3625       3593.868    -31.132 
255
      195   3590       3597.401      7.401 
256
      196   3590       3576.071    -13.929 
257
      197   3585       3566.692    -18.308 
258
      198   3585       3556.637    -28.363 
259
      199   3550       3548.218     -1.782 
260
      200   3551.26    3524.856    -26.404 
261
      201   3550       3523.836    -26.164 
262
      202   3600       3512.477    -87.523 
263
      203   3550       3542.012     -7.988 
264
      204   3590       3503.994    -86.006 
265
      205   3550       3534.204    -15.796 
266
      206   3550.01    3514.288    -35.722 
267
      207   3600       3508.496    -91.504 
268
      208   3570       3541.215    -28.785 
269
      209   3550       3513.973    -36.027 
270
      210   3600       3499.477   -100.523 
271
      211   3600       3533.268    -66.732 
272
      212   3550       3530.745    -19.255 
273
      213   3550       3504.291    -45.709 
274
      214   3610       3510.605    -99.395 
275
      215   3600       3549.221    -50.779 
276
      216   3550       3553.612      3.612 
277
      217   3630       3517.122   -112.878 
278
      218   3550       3576.151     26.151 
279
      219   3550       3516.471    -33.529 
280
      220   3500       3510.33      10.33  
281
      221   3500       3480.898    -19.102 
282
      222   3500       3461.298    -38.702 
283
      223   3550       3459.575    -90.425 
284
      224   3650       3497.008   -152.992 
285
      225   3510       3566.673     56.673 
286
      226   3506       3461.907    -44.093 
287
      227   3500       3457.888    -42.112 
288
      228   3455       3455.559      0.559 
289
      229   3455       3424.916    -30.084 
290
      230   3260.19    3413.981    153.791 
291
      231   3440       3410.872    -29.128 
292
      232   3350       3393.73      43.73  
293
      233   3350       3366.331     16.331 
294
      234   3400       3354.131    -45.869 
295
      235   3350       3374.85      24.85  
296
      236   3455       3359.249    -95.751 
297
      237   3400.01    3392.123     -7.887 
298
      238   3351       3355.161      4.161 
299
      239   3540       3306.849   -233.151 
300
      240   3540       3382.814   -157.186 
301
      241   3540       3382.15    -157.85  
302
      242   3585.99    3380.307   -205.683 
303
      243   3590       3414.251   -175.749 
304
      244   3411.01    3422.209     11.199 
305
      245   3455       3376.224    -78.776 
306
      246   3400       3395.846     -4.154 
307
      247   3400       3395.727     -4.273 
308
      248   3400       3398.314     -1.686 
309
      249   3350       3395.984     45.984 
310
      250   3350.01    3399.402     49.392 
311
      251   3500       3384.5     -115.5   
312
      252   3400.24    3431.394     31.154 
313
      253   3405       3403.953     -1.047 
314
      254   3400       3385.054    -14.946 
315
      255   3420       3352.885    -67.115 
316
      256   3420       3342.89     -77.11  
317
      257   3420       3319.556   -100.444 
318
      258   3450       3296.298   -153.702 
319
      259   3450       3314.214   -135.786 
320
      260   3450       3310.154   -139.846 
321
      261   3500       3324.225   -175.775 
322
      262   3420       3369.729    -50.271 
323
      263   3500       3329.632   -170.368 
324
      264   3500       3382.163   -117.837 
325
      265   3500.01    3401.634    -98.376 
326
      266   3500.01    3404.539    -95.471 
327
      267   3500       3416.709    -83.291 
328
      268   3500       3420.477    -79.523 
329
      269   3550       3428.342   -121.658 
330
      270   3550       3475.586    -74.414 
331
      271   3500       3483.139    -16.861 
332
      272   3445.01    3435.636     -9.374 
333
      273   3435       3383.811    -51.189 
334
      274   3500.5     3373.6     -126.9   
335
      275   3500       3418.149    -81.851 
336
      276   3500       3412.05     -87.95  
337
      277   3500       3419.335    -80.665 
338
      278   3500       3417.685    -82.315 
339
      279   3500       3417.933    -82.067 
340
      280   3500       3418.373    -81.627 
341
      281   3500       3420.092    -79.908 
342
      282   3500       3423.886    -76.114 
343
      283   3500       3426.825    -73.175 
344
      284   3500       3420.941    -79.059 
345
      285   3500       3416.265    -83.735 
346
      286   3500       3418.115    -81.885 
347
      287   3560       3437.922   -122.078 
348
      288   3500       3561.953     61.953 
349
      289   3500       3438.943    -61.057 
350
      290   3500       3441.955    -58.045 
351
      291   3500       3447.044    -52.956 
352
      292   3500       3447.44     -52.56  
353
      293   3500       3442.62     -57.38  
354
      294   3500       3442.772    -57.228 
355
      295   3500       3442.941    -57.059 
356
      296   3500.01    3441.052    -58.958 
357
      297   3500.01    3442.865    -57.145 
358
      298   3500       3446.365    -53.635 
359
      299   3500       3444.945    -55.055 
360
      300   3500       3446.402    -53.598 
361
      301   3500       3450.725    -49.275 
362
      302   3500       3441.795    -58.205 
363
      303   3500       3458.166    -41.834 
364
      304   3500       3462.629    -37.371 
365
      305   3500       3465.07     -34.93  
366
      306   3500       3469.534    -30.466 
367
      307   3400       3485.373     85.373 
368
      308   3500       3520.247     20.247 
369
      309   3402       3464.094     62.094 
370
      310   3400       3427.582     27.582 
371
      311   3400       3423.089     23.089 
372
      312   3400.01    3393.769     -6.241 
373
      313   3410       3391.576    -18.424 
374
      314   3410       3363.661    -46.339 
375
      315   3410       3355.472    -54.528 
376
      316   3400       3343.812    -56.188 
377
      317   3400       3332.068    -67.932 
378
      318   3300       3313.736     13.736 
379
      319   3300       3335.006     35.006 
380
      320   3300       3309.51       9.51  
381
      321   3300       3283.229    -16.771 
382
      322   3300       3290.532     -9.468 
383
      323   3300       3271.303    -28.697 
384
      324   3300       3281.19     -18.81  
385
      325   3275       3271.249     -3.751 
386
      326   3275       3290.546     15.546 
387
      327   3275       3272.485     -2.515 
388
      328   3275       3284.892      9.892 
389
      329   3275       3264.755    -10.245 
390
      330   3250       3258.016      8.016 
391
      331   3225       3261.889     36.889 
392
      332   3225       3275.965     50.965 
393
      333   3175       3288.271    113.271 
394
      334   3150       3295.853    145.853 
395
      335   3150       3293.237    143.237 
396
      336   3200       3266.58      66.58  
397
      337   3200       3134.05     -65.95  
398
      338   3200       3123.908    -76.092 
399
      339   3200       3112.439    -87.561 
400
      340   3200       3115.692    -84.308 
401
      341   3250       3108.748   -141.252 
402
      342   3200       3099.468   -100.532 
403
      343   3200       3068.05    -131.95  
404
      344   3200       3066.06    -133.94  
405
      345   3150       3060.397    -89.603 
406
      346   3150       3066.165    -83.835 
407
      347   3150.01    3066.967    -83.043 
408
      348   3150       3082.988    -67.012 
409
      349   3150       3101.687    -48.313 
410
      350   3150       3096.887    -53.113 
411
      351   3150       3082.276    -67.724 
412
      352   3150       3065.221    -84.779 
413
      353   3150       3057.871    -92.129 
414
      354   3200       3045.698   -154.302 
415
      355   3200       3078.716   -121.284 
416
      356   3200       3069.176   -130.824 
417
      357   3200       3046.126   -153.874 
418
      358   3200       3043.319   -156.681 
419
      359   3250       3042.613   -207.387 
420
      360   3250       3217.335    -32.665 
421
      361   3250       3218.969    -31.031 
422
      362   3250       3227.231    -22.769 
423
      363   3250       3234.413    -15.587 
424
      364   3250       3243.767     -6.233 
425
      365   3250       3256.978      6.978 
426
      366   3250       3254.387      4.387 
427
      367   3250       3258.998      8.998 
428
      368   3250       3272.455     22.455 
429
      369   3250       3285.981     35.981 
430
      370   3250       3289.209     39.209 
431
      371   3165       3289.092    124.092 
432
      372   3180       3178.236     -1.764 
433
      373   3150       3143.086     -6.914 
434
      374   3150       3168.788     18.788 
435
      375   3150       3167.854     17.854 
436
      376   3150       3154.707      4.707 
437
      377   3110       3145.054     35.054 
438
      378   3110       3166.616     56.616 
439
      379   3110       3159.602     49.602 
440
      380   2951.36    3150.726    199.366 
441
      381   2999.97    3197.129    197.159 
442
      382   2820       3102.07     282.07  
443
      383   2750       3103.378    353.378 
444
      384   2560.02    3071.781    511.761 
445
      385   2505.01    3014.998    509.988 
446
      386   2600       2958.09     358.09  
447
      387   2513.01    2836.816    323.806 
448
      388   2575       2795.682    220.682 
449
      389   2575       2715.684    140.684 
450
      390   2605       2669.524     64.524 
451
      391   2650       2623.064    -26.936 
452
      392   2655.01    2592.087    -62.923 
453
      393   2750       2554.988   -195.012 
454
      394   2650       2579.663    -70.337 
455
      395   2650.01    2517.181   -132.829 
456
      396   2650       2495.374   -154.626 
457
      397   2625       2488.803   -136.197 
458
      398   2650       2493.685   -156.315 
459
      399   2650       2524.579   -125.421 
460
      400   2600       2549.227    -50.773 
461
      401   2600       2553.75     -46.25  
462
      402   2600       2571.029    -28.971 
463
      403   2600       2588.169    -11.831 
464
      404   2600       2588.856    -11.144 
465
      405   2650       2590.378    -59.622 
466
      406   2601       2612.748     11.748 
467
      407   2650       2588.709    -61.291 
468
      408   2650       2600.777    -49.223 
469
      409   2650       2583.953    -66.047 
470
      410   2575       2554.739    -20.261 
471
      411   2361       2517.356    156.356 
472
      412   2400.02    2438.826     38.806 
473
      413   2400       2423.358     23.358 
474
      414   2400       2399.384     -0.616 
475
      415   2400       2381.16     -18.84  
476
      416   2400       2367.292    -32.708 
477
      417   2360       2351.664     -8.336 
478
      418   2361.01    2331.073    -29.937 
479
      419   2390       2320.746    -69.254 
480
      420   2390       2323.318    -66.682 
481
      421   2390       2302.761    -87.239 
482
      422   2525       2278.087   -246.913 
483
      423   2525       2413.715   -111.285 
484
      424   2525       2410.072   -114.928 
485
      425   2550       2404.588   -145.412 
486
      426   2550       2401.622   -148.378 
487
      427   2600       2416.136   -183.864 
488
      428   2600       2512.714    -87.286 
489
      429   2600       2539.244    -60.756 
490
      430   2626       2536.958    -89.042 
491
      431   2626       2596.502    -29.498 
492
      432   2626       2599.24     -26.76  
493
      433   2626       2611.558    -14.442 
494
      434   2699.99    2624.686    -75.304 
495
      435   2700       2769.795     69.795 
496
      436   2700       2783.508     83.508 
497
      437   2700       2782.793     82.793 
498
      438   2700       2753.192     53.192 
499
      439   2700       2752.492     52.492 
500
      440   2700       2751.919     51.919 
501
      441   2700       2753.117     53.117 
502
      442   2700       2749.758     49.758 
503
      443   2665       2743.601     78.601 
504
      444   2665       2612.422    -52.578 
505
      445   2665       2614.011    -50.989 
506
      446   2650       2619.447    -30.553 
507
      447   2700       2576.079   -123.921 
508
      448   2700       2654.523    -45.477 
509
      449   2700       2655.44     -44.56  
510
      450   2850       2656.901   -193.099 
511
      451   2850       3000.116    150.116 
512
      452   2752.1     3010.953    258.853 
513
      453   2650.03    2678.82      28.79  
514
      454   2700       2587.538   -112.462 
515
      455   2700       2620.039    -79.961 
516
      456   2700       2625.719    -74.281 
517
      457   2800       2629.941   -170.059 
518
      458   2800       2716.859    -83.141 
519
      459   2850       2728.799   -121.201 
520
      460   2800       2781.381    -18.619 
521
      461   2800       2727.017    -72.983 
522
      462   2800       2742.436    -57.564 
523
      463   2800       2745.491    -54.509 
524
      464   2800       2747.557    -52.443 
525
      465   2800       2739.994    -60.006 
526
      466   2800       2735.907    -64.093 
527
      467   2700       2724.861     24.861 
528
      468   2700       2644.038    -55.962 
529
      469   2700       2664.036    -35.964 
530
      470   2700       2660.404    -39.596 
531
      471   2675       2663.497    -11.503 
532
      472   2675       2641.061    -33.939 
533
      473   2675       2628.968    -46.032 
534
      474   2700       2611.315    -88.685 
535
      475   2700       2618.689    -81.311 
536
      476   2750       2608.719   -141.281 
537
      477   2800       2661.168   -138.832 
538
      478   2800       2721.19     -78.81  
539
      479   2900       2714.996   -185.004 
540
      480   2900       2918.521     18.521 
541
      481   3000       2918.71     -81.29  
542
      482   3000       3085.872     85.872 
543
      483   3000       3090.445     90.445 
544
      484   3000       3097.629     97.629 
545
      485   3000       3115.303    115.303 
546
      486   3000       3131.678    131.678 
547
      487   3000       3150.38     150.38  
548
      488   3000       3167.713    167.713 
549
      489   3000       3181.634    181.634 
550
      490   3000       3213.208    213.208 
551
      491   3000       3253.177    253.177 
552
      492   2955       3259.296    304.296 
553
      493   2955       2991.49      36.49  
554
      494   3000       2986.446    -13.554 
555
      495   3000       3109.675    109.675 
556
      496   2955       3121.654    166.654 
557
      497   2955       2946.077     -8.923 
558
      498   2955       2938.026    -16.974 
559
      499   2955       2934.869    -20.131 
560
      500   2955       2933.315    -21.685 
561
      501   2955       2931.714    -23.286 
562
      502   2955       2936.161    -18.839 
563
      503   3025       2936.958    -88.042 
564
      504   3025       3122.084     97.084 
565
      505   3025       3058.505     33.505 
566
      506   3025       3067.888     42.888 
567
      507   3025       3074.216     49.216 
568
      508   3050       3098.819     48.819 
569
      509   3025       3190.862    165.862 
570
      510   3100       3032.73     -67.27  
571
      511   3100       3217.817    117.817 
572
      512   3100       3250.744    150.744 
573
      513   3100       3278.569    178.569 
574
      514   3100       3286.137    186.137 
575
      515   3150       3296.433    146.433 
576
      516   3150       3382.948    232.948 
577
      517   3150       3411.043    261.043 
578
      518   3150       3433.676    283.676 
579
      519   3150       3438.538    288.538 
580
      520   3150       3441.097    291.097 
581
      521   3200       3442.355    242.355 
582
      522   3150       3495.492    345.492 
583
      523   3150       3198.475     48.475 
584
      524   3150       3202.707     52.707 
585
      525   3150       3215.996     65.996 
586
      526   3150       3289.503    139.503 
587
      527   3200       3287.16      87.16  
588
      528   3200       3420.724    220.724 
589
      529   3200       3422.024    222.024 
590
      530   3200       3430.351    230.351 
591
      531   3200       3447.192    247.192 
592
      532   3200       3428.093    228.093 
593
      533   3200       3429.543    229.543 
594
      534   3200       3434.061    234.061 
595
      535   3200       3441.861    241.861 
596
      536   3200       3443.014    243.014 
597
      537   3200       3430.086    230.086 
598
      538   3200       3435.233    235.233 
599
      539   3159       3425.948    266.948 
600
      540   3159       3095.823    -63.177 
601
      541   3159.01    3101.429    -57.581 
602
      542   3159       3095.209    -63.791 
603
      543   3125       3098.044    -26.956 
604
      544   3125       3068.027    -56.973 
605
      545   3159       3046.451   -112.549 
606
      546   3110       3080.401    -29.599 
607
      547   3200       3019.88    -180.12  
608
      548   3200       3136.35     -63.65  
609
      549   3250       3135.454   -114.546 
610
      550   3250       3264.15      14.15  
611
      551   3250       3256.054      6.054 
612
      552   3250       3259.792      9.792 
613
      553   3250       3264.642     14.642 
614
      554   3250       3260.457     10.457 
615
      555   3250       3270.239     20.239 
616
      556   3195       3266.736     71.736 
617
      557   3050       3095.425     45.425 
618
      558   3150       3137.687    -12.313 
619
      559   3010.12    3108.556     98.436 
620
      560   3010       3124.536    114.536 
621
      561   2925       3133.889    208.889 
622
      562   3200       3131.141    -68.859 
623
      563   3202.07    3091.363   -110.707 
624
      564   2925       3099.468    174.468 
625
      565   2900       2983.731     83.731 
626

627
=== Evaluation on test split ===
628

629
Time taken to test model on test split: 0.34 seconds
630

631
=== Summary ===
632

633
Correlation coefficient                  0.9607
634
Mean absolute error                     86.8096
635
Root mean squared error                118.6733
636
Relative absolute error                 14.5458 %
637
Root relative squared error             17.205  %
638
Total Number of Instances              565     
639

640

641