60min_144K_abs5525 Accuracy: 37.97%

Correct14928

Total38076

Train/Test90 / 10%

Epochs8

Pretrained—

#Num Candles200

#Trained Accuracy39.21%

	precision	recall	f1-score
buy	35.7500	53.6600	42.9100
hold	54.9200	28.7000	37.7000
sell	36.1100	32.2500	35.6700

1Hour_multiimage Accuracy: 40.77%

Correct32760

Total71217

Train/Test90 / 10%

Epochs10

Pretrained/garglet/models/finetuned/classifer/fastai/9channel_100hour/train75_test25.pth

#Num Candles100

#Trained Accuracy46.00%

	precision	recall	f1-score
buy	42.7600	51.7800	46.6000
hold	51.3800	61.2800	55.0300
sell	44.2900	28.3100	34.6400

1Hour_33channel Accuracy: 31.32%

Correct12077

Total24789

Train/Test90 / 10%

Epochs8

Pretrained/garglet/models/finetuned/classifer/fastai/33channel_100hour_tlt_spy_uup_top5/train25_test75.pth

#Num Candles500

#Trained Accuracy48.72%

	precision	recall	f1-score
buy	39.1300	43.8100	41.3400
hold	64.4300	57.6900	60.8700
sell	41.1900	40.5700	40.8800

1day_abs252510 Accuracy: 39.37%

Correct19542

Total39675

Train/Test90 / 10%

Epochs8

Pretrained—

#Num Candles200

#Trained Accuracy48.26%

	precision	recall	f1-score
buy	42.3400	56.5600	48.4300
hold	59.5400	57.0600	58.2700
sell	48.3700	34.1500	40.0300

1day_rel_vol_20155 Accuracy: 33.33%

Correct45197

Total127689

Train/Test80 / 20%

Epochs15

Pretrained—

#Num Candles200

#Trained Accuracy35.40%

	precision	recall	f1-score
buy	37.8800	24.2100	29.5400
hold	34.2600	65.4300	44.9800
sell	36.6700	16.5400	22.8000

1day_step_training_single_image Accuracy: 44.36%

Correct26947

Total52653

Train/Test90 / 10%

Epochs8

Pretrainedtrain80_test20.pkl

#Num Candles1000

#Trained Accuracy51.18%

	precision	recall	f1-score
buy	43.0300	59.6300	49.9900
hold	60.0000	66.8800	63.2500
sell	54.1100	27.0200	36.0500

1Day_multiimage Accuracy: 49.85%

Correct1783

Total2559

Train/Test90 / 10%

Epochs8

Pretrained/garglet/models/finetuned/classifer/fastai/1day_step_training_base7day_multiimage/train75_test25.pkl

#Num Candles200

#Trained Accuracy69.67%

	precision	recall	f1-score
buy	62.4100	64.8800	63.6200
hold	45.3200	71.4000	55.4900
sell	58.2300	41.9500	48.6600

1Day_42channel Accuracy: —%

Correct4383

Total8097

Train/Test90 / 10%

Epochs8

Pretrained/garglet/models/finetuned/classifer/fastai/42channel_100days_tlt_spy_uup_top5_fundamental/train75_test25.pth

#Num Candles200

#Trained Accuracy54.14%

	precision	recall	f1-score
buy	49.5300	23.3000	31.7000
hold	78.3600	50.1700	61.1700
sell	45.0700	85.1400	58.9400

7day_139K_abs703030 Accuracy: —%

Correct14737

Total27321

Train/Test90 / 10%

Epochs8

Pretrained—

#Num Candles200

#Trained Accuracy53.94%

	precision	recall	f1-score
buy	54.2900	44.1000	48.6700
hold	55.8400	66.0200	50.6000
sell	51.4300	51.7100	51.5700

27channel_100weeks Accuracy: —%

Correct2741

Total4338

Train/Test90 / 10%

Epochs8

Pretrained—

#Num Candles200

#Trained Accuracy63.19%

	precision	recall	f1-score
buy	53.0600	85.0600	65.3600
hold	77.8600	63.9700	70.2400
sell	70.4300	40.5300	51.4500