§ Sven by Tumezi

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PSX

As-of 2026-05-22 · run #10

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Historical rows from the featured store. Choose up to three series; hover a point for the value at that date.

Probabilities · 15d / 10% target_15d_10_perc_gain

Target Scope Model key P(pos) Pred Threshold
target_15d_10_perc_gain global global 0.1977 0 0.219
target_15d_10_perc_gain sector energy 0.1291 0 0.288
Mean (global + sector) 0.1634 0.253

Probabilities · 30d / 10% target_30d_10_perc_gain

Target Scope Model key P(pos) Pred Threshold
target_30d_10_perc_gain global global 0.2759 0 0.403
target_30d_10_perc_gain sector energy 0.1687 0 0.31
Mean (global + sector) 0.2223 0.356

Probabilities · 30d / 20% target_30d_20_perc_gain

Target Scope Model key P(pos) Pred Threshold
target_30d_20_perc_gain global global 0.0849 0 0.178
target_30d_20_perc_gain sector energy 0.0395 0 0.206
Mean (global + sector) 0.0622 0.192

Probabilities · 60d / 10% target_60d_10_perc_gain

Target Scope Model key P(pos) Pred Threshold
target_60d_10_perc_gain global global 0.3968 1 0.159
target_60d_10_perc_gain sector energy 0.301 0 0.418
Mean (global + sector) 0.3489 0.288

Probabilities · 60d / 20% target_60d_20_perc_gain

Target Scope Model key P(pos) Pred Threshold
target_60d_20_perc_gain global global 0.1535 0 0.266
target_60d_20_perc_gain sector energy 0.1444 0 0.177
Mean (global + sector) 0.1489 0.221

Probabilities · 60d / 30% target_60d_30_perc_gain

Target Scope Model key P(pos) Pred Threshold
target_60d_30_perc_gain global global 0.0758 0 0.323
target_60d_30_perc_gain sector energy 0.0653 0 0.271
Mean (global + sector) 0.0705 0.297

All models · summary

One row per trained target: mean P and mean threshold after combining global and sector. Bottom row averages those across models.

Model Mean P (global+sector) Mean thresh (global+sector)
15d / 10% target_15d_10_perc_gain 0.1634 0.253
30d / 10% target_30d_10_perc_gain 0.2223 0.356
30d / 20% target_30d_20_perc_gain 0.0622 0.192
60d / 10% target_60d_10_perc_gain 0.3489 0.288
60d / 20% target_60d_20_perc_gain 0.1489 0.221
60d / 30% target_60d_30_perc_gain 0.0705 0.297
Mean across models 0.1694 0.268

Inputs & features (prediction_snapshot)

Same calendar row as inference (snapshot stored at prediction time, or live query).

1. open 174.37
2. high 178.19
3. low 173.51
4. close 177.69
5. adjusted close 177.69
6. volume 1899285.0
7. dividend amount 0.0
8. split coefficient 1.0
ADX_14_ADX 17.3725
adx_sma_buy 0
adx_strong_trend 0
adx_strong_trend_count_14 1.0
adx_strong_trend_count_30 17.0
adx_strong_trend_count_7 0.0
bb_buy 0
bb_buy_count_14 0.0
bb_buy_count_30 0.0
bb_buy_count_7 0.0
bb_rsi_buy 0
bb_sell 0
bb_sell_count_14 0.0
bb_sell_count_30 1.0
bb_sell_count_7 0.0
BBANDS_20_Real Lower Band 163.4907
BBANDS_20_Real Middle Band 173.6867
BBANDS_20_Real Upper Band 183.8826
cal_dow 4.0
cal_is_month_end 0.0
cal_month 5.0
corr_spy_60 -0.3409358447604983
econ_cpi_value 333.02
econ_fed_funds_value 3.64
econ_tsy_10y_value 4.32
econ_tsy_3m_value 3.7
econ_unemployment_value 4.3
excess_ret_vs_spy_20 0.05608432835270771
excess_ret_vs_spy_60 0.09131875366877407
fib_buy_signal 0
gics_sector energy
gics_sub_industry oil_&_gas_refining_&_marketing
ichimoku_buy 1
ichimoku_sell 0
macd_buy 1
macd_buy_count_14 14.0
macd_buy_count_30 18.0
macd_buy_count_7 7.0
MACD_MACD 2.8674
MACD_MACD_Hist 0.4118
MACD_MACD_Signal 2.4556
macd_sell 0
macd_sell_count_14 0.0
macd_sell_count_30 12.0
macd_sell_count_7 0.0
OBV_OBV 439551492.0
price_vs_roll7 0.004278285381760671
roc_30 0.12367407358254345
roc_7 0.04146837514852786
rolling_avg_30 168.69938995968408
rolling_avg_7 176.9330300041815
RSI_14_RSI 56.1916
rsi_buy 0
rsi_buy_count_14 0.0
rsi_buy_count_30 0.0
rsi_buy_count_7 0.0
rsi_macd_buy 0
rsi_sell 0
rsi_sell_count_14 0.0
rsi_sell_count_30 0.0
rsi_sell_count_7 0.0
sma_200_gradient_14 0.27141428571428605
sma_200_gradient_30 0.23814666666666728
sma_200_gradient_7 0.2911999999999994
SMA_200_SMA 144.6885
sma_50_gradient_14 0.2945785714285713
sma_50_gradient_30 0.2639633333333336
sma_50_gradient_7 0.2299999999999979
SMA_50_SMA 171.1086
sma_death_cross 0
sma_death_cross_count_14 0.0
sma_death_cross_count_30 0.0
sma_death_cross_count_7 0.0
sma_golden_cross 1
sma_golden_cross_count_14 14.0
sma_golden_cross_count_30 30.0
sma_golden_cross_count_7 7.0
sma_overlap_14 0
sma_overlap_30 0
sma_overlap_7 0
spy_ret_vol_20 0.006491488605770184
STOCHRSI_14_FastD 32.4001
STOCHRSI_14_FastK 33.2878
stochrsi_buy 0
stochrsi_buy_count_14 4.0
stochrsi_buy_count_30 8.0
stochrsi_buy_count_7 2.0
stochrsi_macd_buy 0
stochrsi_sell 0
stochrsi_sell_count_14 5.0
stochrsi_sell_count_30 15.0
stochrsi_sell_count_7 3.0
stock_daily_ret 0.020913530594656615
stock_ret_sum_20 0.0999753666489227
stock_ret_sum_60 0.1752283814904677
sven_beta_buy 0
volatility_30 8.441283480797544
volatility_7 4.089568146408655
volume_avg_30 2563412.6666666665
volume_avg_7 2264036.1428571427
volume_profile_buy 0
vwma_buy 1
vwma_buy_count_14 10.0
vwma_buy_count_30 17.0
vwma_buy_count_7 5.0
vwma_sell 0
vwma_sell_count_14 4.0
vwma_sell_count_30 13.0
vwma_sell_count_7 2.0
xs_z_price_vs_roll7 -0.3437771944894542
xs_z_roc_30 0.42332586167191016
xs_z_volatility_30 -0.13898946216621028