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_THNK-R-A-features
5
Instances:    1880
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    1.4000962805231691
21
    Node 1    -0.8656339560282535
22
    Node 2    -1.252827249095588
23
    Node 3    -1.3336844388795115
24
Sigmoid Node 1
25
    Inputs    Weights
26
    Threshold    -2.106617422065453
27
    Attrib rsi    0.9106273117904174
28
    Attrib mfi    0.12089177070009201
29
    Attrib ema    -1.3633336340629416
30
    Attrib so    0.18630938378101608
31
    Attrib macd    -0.7105809938944255
32
    Attrib sl    1.4952957424028295
33
Sigmoid Node 2
34
    Inputs    Weights
35
    Threshold    1.0925984860256313
36
    Attrib rsi    -1.5398132185368412
37
    Attrib mfi    -0.005785463550225331
38
    Attrib ema    -1.8216233580701187
39
    Attrib so    0.1402525118617496
40
    Attrib macd    -0.07883773500672625
41
    Attrib sl    0.5684166925523128
42
Sigmoid Node 3
43
    Inputs    Weights
44
    Threshold    -1.0074809114765113
45
    Attrib rsi    -0.29582048143114675
46
    Attrib mfi    -0.06533125682152342
47
    Attrib ema    -1.7411711784839152
48
    Attrib so    -0.14677220515580966
49
    Attrib macd    0.198102171973233
50
    Attrib sl    -0.5257903459906496
51
Class 
52
    Input
53
    Node 0
54

55

56
Time taken to build model: 31.93 seconds
57

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

60
    inst#     actual  predicted      error
61
        1    546.12     568.352     22.232 
62
        2    547.5      554.477      6.977 
63
        3    580        553.752    -26.248 
64
        4    553        569.279     16.279 
65
        5    571        552.998    -18.002 
66
        6    551        557.228      6.228 
67
        7    551        548.177     -2.823 
68
        8    555        548.503     -6.497 
69
        9    545.06     547.007      1.947 
70
       10    535.01     542.917      7.907 
71
       11    554.96     544.911    -10.049 
72
       12    528        547.59      19.59  
73
       13    528        535.642      7.642 
74
       14    530        538.247      8.247 
75
       15    549.11     530.565    -18.545 
76
       16    548.98     536.653    -12.327 
77
       17    549.19     533.371    -15.819 
78
       18    571        528.125    -42.875 
79
       19    582.99     540.207    -42.783 
80
       20    550        551.448      1.448 
81
       21    535        516.558    -18.442 
82
       22    549.98     512.452    -37.528 
83
       23    550        522.592    -27.408 
84
       24    549.99     522.949    -27.041 
85
       25    550        523.771    -26.229 
86
       26    550        526.015    -23.985 
87
       27    537        528.989     -8.011 
88
       28    547.99     520.561    -27.429 
89
       29    547        532.337    -14.663 
90
       30    528.02     533.739      5.719 
91
       31    529.99     521.262     -8.728 
92
       32    525        521.342     -3.658 
93
       33    525        527.653      2.653 
94
       34    521        530.442      9.442 
95
       35    534        529.451     -4.549 
96
       36    546        528.896    -17.104 
97
       37    549.99     540.398     -9.592 
98
       38    569        542.901    -26.099 
99
       39    555        578.822     23.822 
100
       40    555        552.465     -2.535 
101
       41    540        551.246     11.246 
102
       42    530        529.917     -0.083 
103
       43    540        527.38     -12.62  
104
       44    530        533.04       3.04  
105
       45    530        524.119     -5.881 
106
       46    525        529.587      4.587 
107
       47    525        517.263     -7.737 
108
       48    518        520.867      2.867 
109
       49    519.99     518.043     -1.947 
110
       50    519.99     531.232     11.242 
111
       51    519.99     544.345     24.355 
112
       52    501.15     538.548     37.398 
113
       53    518.9      550.464     31.564 
114
       54    500.05     528.841     28.791 
115
       55    509.99     526.403     16.413 
116
       56    509.99     519.837      9.847 
117
       57    509.89     516.555      6.665 
118
       58    500        519.261     19.261 
119
       59    500        519.646     19.646 
120
       60    490.2      513.667     23.467 
121
       61    490        513.125     23.125 
122
       62    485        514.671     29.671 
123
       63    498        517.002     19.002 
124
       64    497.97     498.823      0.853 
125
       65    490        486.784     -3.216 
126
       66    490        494.084      4.084 
127
       67    478        482.59       4.59  
128
       68    496.97     498.918      1.948 
129
       69    498        480.726    -17.274 
130
       70    490        479.961    -10.039 
131
       71    495        492.614     -2.386 
132
       72    498        489.574     -8.426 
133
       73    498        493.26      -4.74  
134
       74    497.94     498.662      0.722 
135
       75    482.11     493.608     11.498 
136
       76    466        483.514     17.514 
137
       77    487.97     489.365      1.395 
138
       78    460.1      480.128     20.028 
139
       79    450.02     472.994     22.974 
140
       80    450        505.255     55.255 
141
       81    444.9      501.215     56.315 
142
       82    430        510.951     80.951 
143
       83    430        529.548     99.548 
144
       84    412        525.523    113.523 
145
       85    381.95     536.891    154.941 
146
       86    380        572.423    192.423 
147
       87    350.16     587.955    237.795 
148
       88    345        600.01     255.01  
149
       89    330        601.716    271.716 
150
       90    335        610.141    275.141 
151
       91    331.67     574.553    242.883 
152
       92    365        571.963    206.963 
153
       93    385.5      447.306     61.806 
154
       94    385.6      391.541      5.941 
155
       95    385.1      379.6       -5.5   
156
       96    391.99     376.23     -15.76  
157
       97    377.12     365.498    -11.622 
158
       98    400        369.319    -30.681 
159
       99    385        365.606    -19.394 
160
      100    381.5      375.145     -6.355 
161
      101    399.94     378.584    -21.356 
162
      102    383.09     382.348     -0.742 
163
      103    395        384.05     -10.95  
164
      104    382.77     392.042      9.272 
165
      105    400        400.389      0.389 
166
      106    400        406.865      6.865 
167
      107    380        402.578     22.578 
168
      108    376.51     400.593     24.083 
169
      109    375        400.83      25.83  
170
      110    370.11     396.592     26.482 
171
      111    392.68     396.812      4.132 
172
      112    375        401.487     26.487 
173
      113    375        391.964     16.964 
174
      114    375        380.189      5.189 
175
      115    375        373.5       -1.5   
176
      116    368.03     369.893      1.863 
177
      117    374.9      364.778    -10.122 
178
      118    371        368.182     -2.818 
179
      119    368        345.716    -22.284 
180
      120    369.95     346.457    -23.493 
181
      121    374.9      354.654    -20.246 
182
      122    400        354.182    -45.818 
183
      123    419.99     402.241    -17.749 
184
      124    422        446.012     24.012 
185
      125    436.98     450.117     13.137 
186
      126    435        511.841     76.841 
187
      127    439        508.615     69.615 
188
      128    469        534.451     65.451 
189
      129    467        636.784    169.784 
190
      130    467        623.59     156.59  
191
      131    445        628.119    183.119 
192
      132    458        473.177     15.177 
193
      133    450        520.354     70.354 
194
      134    426        483.324     57.324 
195
      135    423        417.138     -5.862 
196
      136    434        415.968    -18.032 
197
      137    440        433.006     -6.994 
198
      138    420        452.787     32.787 
199
      139    420.11     416.529     -3.581 
200
      140    440        414.697    -25.303 
201
      141    440        430.117     -9.883 
202
      142    440        434.779     -5.221 
203
      143    433        437.651      4.651 
204
      144    426.11     431.178      5.068 
205
      145    450.19     417.181    -33.009 
206
      146    445        453.342      8.342 
207
      147    435.01     423.646    -11.364 
208
      148    435        405.767    -29.233 
209
      149    455        408.66     -46.34  
210
      150    450        449.779     -0.221 
211
      151    450        439.306    -10.694 
212
      152    459.4      449.55      -9.85  
213
      153    459.88     471.085     11.205 
214
      154    459        475.847     16.847 
215
      155    458        473.58      15.58  
216
      156    450        473.837     23.837 
217
      157    449.98     443.441     -6.539 
218
      158    449.99     443.98      -6.01  
219
      159    449.89     444.194     -5.696 
220
      160    445        444.786     -0.214 
221
      161    445        434.994    -10.006 
222
      162    444.95     426.241    -18.709 
223
      163    459        424.602    -34.398 
224
      164    465        474.699      9.699 
225
      165    465        503.633     38.633 
226
      166    470        506.703     36.703 
227
      167    479        536.81      57.81  
228
      168    478        594.248    116.248 
229
      169    469        583.467    114.467 
230
      170    468        496.346     28.346 
231
      171    468.49     497.942     29.452 
232
      172    442.99     493.061     50.071 
233
      173    439        426.589    -12.411 
234
      174    438        448.474     10.474 
235
      175    412        437.848     25.848 
236
      176    445        478.452     33.452 
237
      177    445        432.124    -12.876 
238
      178    447.99     428.796    -19.194 
239
      179    447.99     432.15     -15.84  
240
      180    447.99     427.758    -20.232 
241
      181    444        425.762    -18.238 
242
      182    447.99     419.373    -28.617 
243
      183    448        420.958    -27.042 
244
      184    445.99     414.929    -31.061 
245
      185    443.35     410.369    -32.981 
246
      186    439.99     419.042    -20.948 
247
      187    433.88     422.45     -11.43  
248
      188    423.93     417.445     -6.485 
249
      189    412        444.001     32.001 
250
      190    425        467.128     42.128 
251
      191    425        443.025     18.025 
252
      192    424.99     450.438     25.448 
253
      193    400        451.421     51.421 
254
      194    411        478.086     67.086 
255
      195    411        438.164     27.164 
256
      196    410.5      439.21      28.71  
257
      197    410.5      441.495     30.995 
258
      198    401.16     436.323     35.163 
259
      199    410.5      442.389     31.889 
260
      200    410.5      416.969      6.469 
261
      201    410.5      416.108      5.608 
262
      202    410.5      412.028      1.528 
263
      203    402        413.164     11.164 
264
      204    407        416.073      9.073 
265
      205    404.99     408.086      3.096 
266
      206    400        412.358     12.358 
267
      207    399.99     423.671     23.681 
268
      208    400        422.096     22.096 
269
      209    390.03     434.279     44.249 
270
      210    390.01     458.655     68.645 
271
      211    395        458.225     63.225 
272
      212    390.01     434.991     44.981 
273
      213    390        437.328     47.328 
274
      214    415        437.981     22.981 
275
      215    424.99     436.431     11.441 
276
      216    430        467.077     37.077 
277
      217    432        485.43      53.43  
278
      218    434.1      492.698     58.598 
279
      219    430        505.576     75.576 
280
      220    432.99     471.877     38.887 
281
      221    435.99     479.48      43.49  
282
      222    440        501.704     61.704 
283
      223    439.69     526.371     86.681 
284
      224    438.98     524.802     85.822 
285
      225    442        512.268     70.268 
286
      226    446        536.914     90.914 
287
      227    439.5      571.542    132.042 
288
      228    444        481.446     37.446 
289
      229    442.99     510.426     67.436 
290
      230    442.95     497.958     55.008 
291
      231    433.99     499.026     65.036 
292
      232    428.88     433.369      4.489 
293
      233    428.99     421.909     -7.081 
294
      234    443.95     417.542    -26.408 
295
      235    442.88     475.518     32.638 
296
      236    440        462.33      22.33  
297
      237    438        444.167      6.167 
298
      238    439.92     432.19      -7.73  
299
      239    435.95     454.329     18.379 
300
      240    420        444.595     24.595 
301
      241    420        441.109     21.109 
302
      242    426.98     447.632     20.652 
303
      243    424.99     436.157     11.167 
304
      244    424.88     433.014      8.134 
305
      245    420        432.188     12.188 
306
      246    415        431.978     16.978 
307
      247    410        438.593     28.593 
308
      248    424.74     449.452     24.712 
309
      249    415        434.693     19.693 
310
      250    415        434.299     19.299 
311
      251    410        436.026     26.026 
312
      252    415        438.798     23.798 
313
      253    415        430.015     15.015 
314
      254    414.99     426.056     11.066 
315
      255    412        424.953     12.953 
316
      256    392.22     418.42      26.2   
317
      257    390        461.215     71.215 
318
      258    388.99     474.51      85.52  
319
      259    380        494.809    114.809 
320
      260    394.91     509.025    114.115 
321
      261    384.99     439.47      54.48  
322
      262    380        457.771     77.771 
323
      263    375        458.83      83.83  
324
      264    374        476.602    102.602 
325
      265    376.98     471.422     94.442 
326
      266    379.89     449.99      70.1   
327
      267    379.88     436.071     56.191 
328
      268    380        425.279     45.279 
329
      269    389.99     422.209     32.219 
330
      270    394.75     392.779     -1.971 
331
      271    394.75     391.226     -3.524 
332
      272    394.9      387.074     -7.826 
333
      273    384.9      383.53      -1.37  
334
      274    369.99     377.498      7.508 
335
      275    376        406.522     30.522 
336
      276    376        375.522     -0.478 
337
      277    366        377.934     11.934 
338
      278    376        386.366     10.366 
339
      279    376        358.768    -17.232 
340
      280    375        358.449    -16.551 
341
      281    376        352.673    -23.327 
342
      282    385        348.757    -36.243 
343
      283    385        353.013    -31.987 
344
      284    372        349.659    -22.341 
345
      285    380        343.213    -36.787 
346
      286    380        342.301    -37.699 
347
      287    376        340.407    -35.593 
348
      288    376        340.812    -35.188 
349
      289    375        337.066    -37.934 
350
      290    374.99     337.465    -37.525 
351
      291    370        350.007    -19.993 
352
      292    370        361.234     -8.766 
353
      293    376        360.881    -15.119 
354
      294    380        358.329    -21.671 
355
      295    394        363.252    -30.748 
356
      296    399.98     423.128     23.148 
357
      297    399.99     461.758     61.768 
358
      298    380        469.313     89.313 
359
      299    372.51     360.41     -12.1   
360
      300    377        363.793    -13.207 
361
      301    370        365.168     -4.832 
362
      302    368.02     366.777     -1.243 
363
      303    368.01     371.287      3.277 
364
      304    369        376.336      7.336 
365
      305    365        372.359      7.359 
366
      306    378        372.487     -5.513 
367
      307    365        382.233     17.233 
368
      308    365        370.234      5.234 
369
      309    375        371.313     -3.687 
370
      310    367.13     384.181     17.051 
371
      311    368.9      382.466     13.566 
372
      312    368.9      386.927     18.027 
373
      313    373.9      385.623     11.723 
374
      314    375        383.68       8.68  
375
      315    368        385.836     17.836 
376
      316    365.9      373.476      7.576 
377
      317    355        366.951     11.951 
378
      318    375        383.309      8.309 
379
      319    377.77     369.997     -7.773 
380
      320    383.94     371.44     -12.5   
381
      321    362.33     388.981     26.651 
382
      322    382.6      355.528    -27.072 
383
      323    381.49     376.134     -5.356 
384
      324    380.98     375.697     -5.283 
385
      325    396        368.402    -27.598 
386
      326    397.98     412.183     14.203 
387
      327    409.98     414.525      4.545 
388
      328    425        468.452     43.452 
389
      329    424.96     538.123    113.163 
390
      330    410        538.941    128.941 
391
      331    418.99     427.212      8.222 
392
      332    419        455.662     36.662 
393
      333    418.91     460.471     41.561 
394
      334    417.8      466.126     48.326 
395
      335    400.07     455.708     55.638 
396
      336    400.07     373.52     -26.55  
397
      337    392        379.726    -12.274 
398
      338    413.89     364.707    -49.183 
399
      339    391.01     416.526     25.516 
400
      340    391        370.096    -20.904 
401
      341    409.95     380.732    -29.218 
402
      342    400        410.202     10.202 
403
      343    408.98     390.019    -18.961 
404
      344    400        403.537      3.537 
405
      345    408.99     384.666    -24.324 
406
      346    387.55     394.913      7.363 
407
      347    398.94     372.697    -26.243 
408
      348    398.78     370.618    -28.162 
409
      349    390        385.269     -4.731 
410
      350    395        382.314    -12.686 
411
      351    409.99     380.326    -29.664 
412
      352    381.03     389.483      8.453 
413
      353    409.99     365.793    -44.197 
414
      354    404.9      380.601    -24.299 
415
      355    389.94     374.503    -15.437 
416
      356    389        364.668    -24.332 
417
      357    383        360.255    -22.745 
418
      358    389        359.193    -29.807 
419
      359    399.7      361.022    -38.678 
420
      360    389.88     368.191    -21.689 
421
      361    399.49     360.686    -38.804 
422
      362    393.39     368.603    -24.787 
423
      363    389.54     361.414    -28.126 
424
      364    389.98     356.773    -33.207 
425
      365    390        355.985    -34.015 
426
      366    400        361.106    -38.894 
427
      367    403.99     371.591    -32.399 
428
      368    405        380.361    -24.639 
429
      369    400        376.947    -23.053 
430
      370    398.99     367.781    -31.209 
431
      371    409.85     371.557    -38.293 
432
      372    405        393.323    -11.677 
433
      373    405        380.152    -24.848 
434
      374    400        382.896    -17.104 
435
      375    407.99     372.131    -35.859 
436
      376    400        393.053     -6.947 
437
      377    400        374.937    -25.063 
438
      378    398        374.781    -23.219 
439
      379    390.01     381.691     -8.319 
440
      380    398.79     364.423    -34.367 
441
      381    387.49     370.161    -17.329 
442
      382    380.1      369.05     -11.05  
443
      383    380.05     372.113     -7.937 
444
      384    378        376.582     -1.418 
445
      385    379.88     379.964      0.084 
446
      386    380        383.695      3.695 
447
      387    380        383.101      3.101 
448
      388    380        377.196     -2.804 
449
      389    370        370.352      0.352 
450
      390    370        389.13      19.13  
451
      391    367.14     384.684     17.544 
452
      392    360.1      392.24      32.14  
453
      393    355        415.273     60.273 
454
      394    333.2      439.295    106.095 
455
      395    333.35     511.84     178.49  
456
      396    333.35     506.239    172.889 
457
      397    330.01     500.837    170.827 
458
      398    330        502.991    172.991 
459
      399    334        499.027    165.027 
460
      400    332        454.528    122.528 
461
      401    348        459.939    111.939 
462
      402    332        365.754     33.754 
463
      403    330        399.125     69.125 
464
      404    342        399.902     57.902 
465
      405    340        365.886     25.886 
466
      406    340        364.433     24.433 
467
      407    340        357.28      17.28  
468
      408    333.35     352.22      18.87  
469
      409    339.88     357.291     17.411 
470
      410    345        343.666     -1.334 
471
      411    340        344.102      4.102 
472
      412    330.04     325.43      -4.61  
473
      413    344.69     326.575    -18.115 
474
      414    330        322.36      -7.64  
475
      415    311        330.69      19.69  
476
      416    297        346.309     49.309 
477
      417    290        380.434     90.434 
478
      418    285        397.486    112.486 
479
      419    270        411.068    141.068 
480
      420    275        449.723    174.723 
481
      421    270        416.462    146.462 
482
      422    280        423.063    143.063 
483
      423    299.99     361.669     61.679 
484
      424    270.1      303.07      32.97  
485
      425    270.1      330.052     59.952 
486
      426    267.05     340.686     73.636 
487
      427    267.07     339.725     72.655 
488
      428    275        339.996     64.996 
489
      429    285.01     309.32      24.31  
490
      430    298        290.576     -7.424 
491
      431    300        280.288    -19.712 
492
      432    302.98     271.716    -31.264 
493
      433    285        279.976     -5.024 
494
      434    270        286.235     16.235 
495
      435    280        306.979     26.979 
496
      436    280        295.424     15.424 
497
      437    269.97     295.63      25.66  
498
      438    269.96     310.221     40.261 
499
      439    260.66     304.027     43.367 
500
      440    270        313.615     43.615 
501
      441    270        298.96      28.96  
502
      442    261        296.52      35.52  
503
      443    260.17     303.167     42.997 
504
      444    275        301.434     26.434 
505
      445    255        281.841     26.841 
506
      446    250        291.827     41.827 
507
      447    250        296.949     46.949 
508
      448    249        289.812     40.812 
509
      449    230.13     286.919     56.789 
510
      450    230        332.882    102.882 
511
      451    219.1      333.576    114.476 
512
      452    201.01     353.746    152.736 
513
      453    201.25     400.139    198.889 
514
      454    245        399.378    154.378 
515
      455    240        266.356     26.356 
516
      456    231.01     271.56      40.55  
517
      457    220        275.978     55.978 
518
      458    215        287.61      72.61  
519
      459    220        294.222     74.222 
520
      460    207.27     281.428     74.158 
521
      461    210.1      290.23      80.13  
522
      462    227.77     280.552     52.782 
523
      463    225        255.617     30.617 
524
      464    228        242.054     14.054 
525
      465    215.01     237.682     22.672 
526
      466    250        245.043     -4.957 
527
      467    250        253.293      3.293 
528
      468    250        245.565     -4.435 
529
      469    250        245.601     -4.399 
530
      470    241        224.715    -16.285 
531
      471    267        211.16     -55.84  
532
      472    260.5      267.397      6.897 
533
      473    279        243.099    -35.901 
534
      474    250        300.269     50.269 
535
      475    255        223.094    -31.906 
536
      476    250        232.296    -17.704 
537
      477    259.8      226.463    -33.337 
538
      478    269.95     245.337    -24.613 
539
      479    270        256.608    -13.392 
540
      480    280        254.459    -25.541 
541
      481    250        276.257     26.257 
542
      482    250        230.654    -19.346 
543
      483    295.5      231.292    -64.208 
544
      484    270        297.021     27.021 
545
      485    270        252.607    -17.393 
546
      486    262.01     252.269     -9.741 
547
      487    295        254.699    -40.301 
548
      488    299.96     282.966    -16.994 
549
      489    300        289.328    -10.672 
550
      490    290        291.776      1.776 
551
      491    265.03     273.118      8.088 
552
      492    295        249.412    -45.588 
553
      493    318.99     283.358    -35.632 
554
      494    290        326.608     36.608 
555
      495    295.06     289.701     -5.359 
556
      496    309        291.83     -17.17  
557
      497    320.01     308.075    -11.935 
558
      498    316        339.921     23.921 
559
      499    375        342.883    -32.117 
560
      500    407        447.925     40.925 
561
      501    355        513.884    158.884 
562
      502    397.79     359.424    -38.366 
563
      503    405.18     409.958      4.778 
564
      504    380        424.04      44.04  
565
      505    392        381.469    -10.531 
566
      506    380        401.653     21.653 
567
      507    385        390.814      5.814 
568
      508    360.01     401.158     41.148 
569
      509    360.05     372.565     12.515 
570
      510    355        383.184     28.184 
571
      511    365        384.4       19.4   
572
      512    340.04     393.281     53.241 
573
      513    330.4      369.802     39.402 
574
      514    343        366.291     23.291 
575
      515    379.97     370.847     -9.123 
576
      516    379.97     394.615     14.645 
577
      517    355.01     394.741     39.731 
578
      518    355        368.08      13.08  
579
      519    365.01     364.21      -0.8   
580
      520    390        371.767    -18.233 
581
      521    430        385.861    -44.139 
582
      522    391.01     446.67      55.66  
583
      523    489.99     384.673   -105.317 
584
      524    509.9      501.661     -8.239 
585
      525    499.99     535.108     35.118 
586
      526    500        523.49      23.49  
587
      527    454.07     537.401     83.331 
588
      528    431        439.472      8.472 
589
      529    431        422.112     -8.888 
590
      530    450        438.187    -11.813 
591
      531    470        460.881     -9.119 
592
      532    475        489.193     14.193 
593
      533    489        499.772     10.772 
594
      534    460        521.268     61.268 
595
      535    460        477.354     17.354 
596
      536    440        474.127     34.127 
597
      537    420        446.936     26.936 
598
      538    420        426.847      6.847 
599
      539    415        428.731     13.731 
600
      540    405.06     411.21       6.15  
601
      541    410.5      409.233     -1.267 
602
      542    406        405.685     -0.315 
603
      543    414.98     404.502    -10.478 
604
      544    477.9      398.528    -79.372 
605
      545    444        466.699     22.699 
606
      546    450        426.514    -23.486 
607
      547    450        428.375    -21.625 
608
      548    450        424.607    -25.393 
609
      549    470        429.122    -40.878 
610
      550    489.98     454.964    -35.016 
611
      551    471.01     488.229     17.219 
612
      552    470        463.378     -6.622 
613
      553    470        471.13       1.13  
614
      554    475        484.68       9.68  
615
      555    474        497.987     23.987 
616
      556    462.65     501.419     38.769 
617
      557    464.01     478.435     14.425 
618
      558    483.76     482.105     -1.655 
619
      559    464        512.706     48.706 
620
      560    460.35     477.424     17.074 
621
      561    464        477.575     13.575 
622
      562    450.05     481.851     31.801 
623
      563    450        463.208     13.208 
624
      564    456        463.075      7.075 
625

626
=== Evaluation on test split ===
627

628
Time taken to test model on test split: 0.39 seconds
629

630
=== Summary ===
631

632
Correlation coefficient                  0.807 
633
Mean absolute error                     34.0853
634
Root mean squared error                 53.4827
635
Relative absolute error                  2.6442 %
636
Root relative squared error              4.1413 %
637
Total Number of Instances              564     
638

639

640