peringkat sistematis · daily=h5 · weekly=h20 · benchmark: Rata-rata Pasar · untuk EDUKASI
Peringkat sistematis + rekam jejak transparan — untuk edukasi.
Ini hasil analisis kuantitatif yang dibandingkan dengan Rata-rata Pasar untuk
membantu Anda memutuskan — bukan rekomendasi beli/jual. Setiap peringkat dibekukan &
diberi tanggal, lalu dicocokkan dengan apa yang benar-benar terjadi (out-of-sample).
Grup Unggulan vs Rata-rata Pasar
DAILY · 38 periode matang
-0.23%
rata-rata selisih Grup Unggulan vs Rata-rata Pasar per periode ·
arah benar 0.45 dari periode
WEEKLY · 5 periode matang
-2.42%
rata-rata selisih Grup Unggulan vs Rata-rata Pasar per periode ·
arah benar 0.20 dari periode
Sejauh ini 43 periode sudah matang. Grup Unggulan mengungguli Rata-rata Pasar pada 0.42 dari periode (rata-rata selisih -0.48%). Sampel masih kecil — nilai tren-nya, bukan satu titik.
Peringkat terbaru (dibekukan & bertanggal)
daily · 2026-09-03 · 396 saham dinilai
Grup Unggulan (peringkat teratas)
1
GRPH
0.0132
D10
2
SINI
0.0125
D10
3
KOTA
0.0115
D10
4
SRSN
0.0109
D10
5
SQMI
0.0103
D10
6
KKES
0.0096
D10
7
ASLI
0.0093
D10
8
ERAA
0.0082
D10
9
FORU
0.0082
D10
10
TAPG
0.0075
D10
Grup Dihindari (peringkat terbawah)
387
DWGL
-0.0054
D1
388
RISE
-0.0057
D1
389
BAPA
-0.0058
D1
390
FOLK
-0.0061
D1
391
UDNG
-0.0079
D1
392
FILM
-0.0088
D1
393
TCPI
-0.0107
D1
394
RAJA
-0.0131
D1
395
RMKE
-0.0131
D1
396
MLPT
-0.0271
D1
weekly · 2026-08-31 · 396 saham dinilai
Grup Unggulan (peringkat teratas)
1
MGLV
0.0459
D10
2
PPGL
0.0451
D10
3
KICI
0.0374
D10
4
ASGR
0.0360
D10
5
AUTO
0.0344
D10
6
BSSR
0.0341
D10
7
DMAS
0.0315
D10
8
SRSN
0.0311
D10
9
VERN
0.0306
D10
10
KOTA
0.0294
D10
Grup Dihindari (peringkat terbawah)
387
RISE
-0.0169
D1
388
MSIN
-0.0187
D1
389
APIC
-0.0190
D1
390
COCO
-0.0247
D1
391
TPIA
-0.0266
D1
392
FILM
-0.0277
D1
393
TCPI
-0.0328
D1
394
RMKE
-0.0473
D1
395
RAJA
-0.0474
D1
396
MLPT
-0.0813
D1
Penting — baca ini. Neurents menyajikan analisis kuantitatif untuk edukasi, bukan
nasihat/rekomendasi investasi dan bukan ajakan membeli/menjual efek. Kinerja masa lalu & hasil
backtest tidak menjamin hasil masa depan. Trading saham berisiko dan Anda dapat kehilangan modal.
Semua keputusan investasi ada di tangan Anda; pertimbangkan konsultasi dengan pihak berizin.
rank-IC = korelasi peringkat vs realized h-day forward return · LS = top−bottom decile ·
realized dua cara: adjusted (match training) & raw (tanpa penyesuaian dividen). cost=25bps/side.
Summary by track (live, out-of-sample)
track
#matured
mean IC adj
mean IC raw
IC hit%
LS gross adj
LS gross raw
LS net adj
LS net raw
turnover
daily
38
-0.0409
-0.0451
0.447
0.0014
-0.0004
0.0004
-0.0014
0.208
weekly
5
-0.0522
-0.0502
0.400
0.0252
0.0286
0.0235
0.0269
0.423
Per signal date
track
signal date
target
n
IC adj
IC raw
LS g.adj
LS g.raw
LS n.adj
LS n.raw
turnover
daily
2026-07-01
2026-07-08
381
-0.2480
-0.2560
-0.0636
-0.0586
-0.0636
-0.0586
—
daily
2026-07-02
2026-07-09
389
-0.1731
-0.1842
-0.0257
-0.0283
-0.0271
-0.0298
0.282
daily
2026-07-03
2026-07-10
388
-0.0215
-0.0511
-0.0069
-0.0191
-0.0078
-0.0200
0.179
daily
2026-07-06
2026-07-13
388
-0.0759
-0.0852
-0.0017
-0.0108
-0.0022
-0.0113
0.103
daily
2026-07-07
2026-07-14
388
-0.0448
-0.0453
-0.0031
-0.0125
-0.0040
-0.0134
0.179
daily
2026-07-08
2026-07-15
381
-0.2398
-0.2375
-0.0369
-0.0369
-0.0382
-0.0382
0.263
daily
2026-07-09
2026-07-16
388
-0.2265
-0.2281
-0.0395
-0.0395
-0.0404
-0.0404
0.179
daily
2026-07-10
2026-07-17
386
-0.2308
-0.2239
-0.0276
-0.0276
-0.0285
-0.0285
0.179
daily
2026-07-13
2026-07-20
387
-0.2012
-0.2026
-0.0113
-0.0113
-0.0119
-0.0119
0.128
daily
2026-07-14
2026-07-21
388
-0.3451
-0.3370
-0.0684
-0.0684
-0.0693
-0.0693
0.179
daily
2026-07-15
2026-07-22
388
-0.2922
-0.2897
-0.0827
-0.0827
-0.0834
-0.0834
0.154
daily
2026-07-16
2026-07-23
383
-0.2082
-0.2197
-0.0603
-0.0603
-0.0613
-0.0613
0.205
daily
2026-07-17
2026-07-24
388
-0.0910
-0.1056
-0.0264
-0.0639
-0.0271
-0.0646
0.154
daily
2026-07-20
2026-07-27
388
0.0043
-0.0071
0.0062
0.0062
0.0057
0.0057
0.103
daily
2026-07-21
2026-07-28
385
0.2169
0.2169
0.0500
0.0500
0.0486
0.0486
0.289
daily
2026-07-22
2026-07-29
388
0.2750
0.2750
0.0729
0.0729
0.0713
0.0713
0.316
daily
2026-07-23
2026-07-30
354
0.3089
0.2740
0.0929
0.0928
0.0922
0.0921
0.139
daily
2026-07-24
2026-07-31
393
0.0709
0.0709
0.0667
0.0667
0.0648
0.0648
0.375
daily
2026-07-27
2026-08-03
393
0.0966
0.0921
0.0681
0.0681
0.0673
0.0673
0.158
daily
2026-07-28
2026-08-04
389
0.0649
0.0616
0.0434
0.0434
0.0426
0.0426
0.162
daily
2026-07-29
2026-08-05
390
-0.1422
-0.1445
0.0194
0.0194
0.0187
0.0187
0.158
daily
2026-07-30
2026-08-06
394
-0.1515
-0.1544
0.0169
0.0169
0.0162
0.0162
0.128
daily
2026-07-31
2026-08-07
395
-0.0320
-0.0348
0.0184
0.0184
0.0176
0.0176
0.154
daily
2026-08-03
2026-08-10
395
-0.1323
-0.1326
0.0093
0.0093
0.0082
0.0082
0.205
daily
2026-08-04
2026-08-11
397
0.0165
0.0150
0.0028
0.0028
0.0013
0.0013
0.300
daily
2026-08-05
2026-08-12
397
0.0455
0.0396
-0.0099
-0.0099
-0.0109
-0.0109
0.200
daily
2026-08-06
2026-08-13
397
0.0933
0.0863
0.0132
0.0132
0.0121
0.0121
0.225
daily
2026-08-07
2026-08-14
399
0.1149
0.1083
0.0210
0.0210
0.0202
0.0202
0.150
daily
2026-08-11
2026-08-18
398
0.0530
0.0488
0.0141
0.0136
0.0123
0.0119
0.350
daily
2026-08-12
2026-08-19
397
0.0689
0.0661
0.0325
0.0321
0.0316
0.0312
0.179
daily
2026-08-13
2026-08-20
389
-0.0769
-0.0793
0.0033
0.0029
0.0023
0.0018
0.211
daily
2026-08-14
2026-08-21
400
-0.1270
-0.1270
0.0041
0.0041
0.0034
0.0034
0.125
daily
2026-08-19
2026-08-26
349
0.0599
0.0599
-0.0010
-0.0010
-0.0020
-0.0020
0.189
daily
2026-08-20
2026-08-27
388
0.1340
0.1340
0.0106
0.0106
0.0093
0.0093
0.256
daily
2026-08-21
2026-08-28
397
0.1428
0.1428
0.0180
0.0180
0.0170
0.0170
0.205
daily
2026-08-24
2026-08-31
398
0.1080
0.1081
0.0409
0.0409
0.0394
0.0394
0.300
daily
2026-08-26
2026-09-02
341
-0.2391
-0.2392
-0.0798
-0.0798
-0.0813
-0.0813
0.294
daily
2026-08-27
2026-09-03
396
-0.1287
-0.1287
-0.0275
-0.0275
-0.0293
-0.0293
0.350
weekly
2026-07-01
2026-07-29
385
-0.1893
-0.1889
0.0219
0.0393
0.0219
0.0393
—
weekly
2026-07-06
2026-08-03
388
-0.0611
-0.0612
0.0424
0.0426
0.0411
0.0413
0.256
weekly
2026-07-13
2026-08-10
386
-0.1077
-0.0956
0.0128
0.0128
0.0106
0.0106
0.436
weekly
2026-07-27
2026-08-24
390
0.0779
0.0769
0.0545
0.0545
0.0521
0.0521
0.486
weekly
2026-08-03
2026-08-31
393
0.0191
0.0176
-0.0055
-0.0060
-0.0080
-0.0086
0.513
Honest caveats. Adjusted matches the training label but carries a small dividend/split
retro-adjustment lookahead; raw is cleaner but ignores corporate actions — truth is bracketed by the two.
Universe is survivorship-biased (tickers listed today) — mildly optimistic. Net LS subtracts
turnover×2×25bps; real fills/slippage differ. Early on, small samples are noisy.
generated by forward_eval.py · neurents-idx Phase 2 · 43 periode matang