feat: add new walk-forward backtest results and strategy sweeps for XRPUSDT
- Introduced multiple JSON files containing results from walk-forward backtests with varying configurations. - Added strategy sweep results for different parameter combinations, showcasing performance metrics such as total trades, total PnL, win rate, and more. - Enhanced the overall testing framework for better analysis of trading strategies. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
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results/xrpusdt/wf_backtest_20260307_001513.json
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results/xrpusdt/wf_backtest_20260307_001513.json
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{
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"mode": "walk_forward",
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"config": {
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"symbols": [
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"XRPUSDT"
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],
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"start": null,
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"end": null,
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"initial_balance": 1000.0,
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"leverage": 10,
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"fee_pct": 0.04,
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"slippage_pct": 0.01,
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"use_ml": false,
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"ml_threshold": 0.55,
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"max_daily_loss_pct": 0.05,
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"max_positions": 3,
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"max_same_direction": 2,
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"margin_max_ratio": 0.5,
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"margin_min_ratio": 0.2,
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"margin_decay_rate": 0.0006,
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"atr_sl_mult": 2.0,
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"atr_tp_mult": 2.0,
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"min_notional": 5.0,
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"signal_threshold": 3,
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"adx_threshold": 25.0,
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"volume_multiplier": 2.5,
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"train_months": 3,
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"test_months": 1,
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"time_weight_decay": 2.0,
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"negative_ratio": 5
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},
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"summary": {
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"total_trades": 27,
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"total_pnl": 217.0703,
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"return_pct": 21.71,
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"win_rate": 66.67,
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"avg_win": 33.2223,
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"avg_loss": -42.3256,
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"profit_factor": 1.57,
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"max_drawdown_pct": 11.99,
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"sharpe_ratio": 33.32,
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"total_fees": 102.7825,
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"close_reasons": {
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"STOP_LOSS": 9,
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"TAKE_PROFIT": 18
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}
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},
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"folds": [
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{
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"fold": 1,
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"train_period": "2025-03-05 ~ 2025-06-05",
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"test_period": "2025-06-05 ~ 2025-07-05",
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"summary": {
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"total_trades": 9,
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"total_pnl": -54.288,
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"return_pct": -5.43,
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"win_rate": 44.44,
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"avg_win": 40.6662,
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"avg_loss": -43.3906,
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"profit_factor": 0.75,
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"max_drawdown_pct": 11.99,
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"sharpe_ratio": -21.46,
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"total_fees": 32.8699,
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"close_reasons": {
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"STOP_LOSS": 5,
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"TAKE_PROFIT": 4
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}
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}
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},
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{
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"fold": 2,
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"train_period": "2025-06-05 ~ 2025-09-05",
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"test_period": "2025-09-05 ~ 2025-10-05",
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"summary": {
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"total_trades": 10,
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"total_pnl": 13.0734,
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"return_pct": 1.31,
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"win_rate": 60.0,
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"avg_win": 29.5084,
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"avg_loss": -40.9943,
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"profit_factor": 1.08,
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"max_drawdown_pct": 10.97,
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"sharpe_ratio": 5.62,
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"total_fees": 39.3346,
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"close_reasons": {
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"TAKE_PROFIT": 6,
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"STOP_LOSS": 4
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}
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}
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},
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{
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"fold": 3,
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"train_period": "2025-09-05 ~ 2025-12-05",
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"test_period": "2025-12-05 ~ 2026-01-05",
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"summary": {
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"total_trades": 8,
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"total_pnl": 258.2849,
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"return_pct": 25.83,
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"win_rate": 100.0,
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"avg_win": 32.2856,
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"avg_loss": 0.0,
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"profit_factor": "Infinity",
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"max_drawdown_pct": 0.0,
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"sharpe_ratio": 502.51,
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"total_fees": 30.578,
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"close_reasons": {
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"TAKE_PROFIT": 8
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}
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}
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}
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],
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"trades": [
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{
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"symbol": "XRPUSDT",
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"side": "SHORT",
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"entry_time": "2025-06-12 11:15:00",
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"exit_time": "2025-06-12 13:00:00",
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},
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"fold": 1
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},
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{
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"symbol": "XRPUSDT",
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"side": "LONG",
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},
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"fold": 1
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},
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{
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"symbol": "XRPUSDT",
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"side": "LONG",
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"entry_time": "2025-06-16 22:30:00",
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"exit_time": "2025-06-16 23:45:00",
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||||
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{
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"symbol": "XRPUSDT",
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"side": "SHORT",
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|
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||||
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||||
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||||
"fold": 1
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||||
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||||
{
|
||||
"symbol": "XRPUSDT",
|
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"side": "LONG",
|
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"entry_time": "2025-06-21 13:30:00",
|
||||
"exit_time": "2025-06-21 15:15:00",
|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
{
|
||||
"symbol": "XRPUSDT",
|
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"side": "SHORT",
|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
"symbol": "XRPUSDT",
|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
{
|
||||
"symbol": "XRPUSDT",
|
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"side": "SHORT",
|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
"fold": 2
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||||
},
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||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "SHORT",
|
||||
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|
||||
"exit_time": "2025-09-14 12:30:00",
|
||||
"entry_price": 3.066993,
|
||||
"exit_price": 3.050039,
|
||||
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||||
"sl": 3.083947,
|
||||
"tp": 3.050039,
|
||||
"gross_pnl": 27.024629,
|
||||
"entry_fee": 1.955515,
|
||||
"exit_fee": 1.944705,
|
||||
"net_pnl": 23.124409,
|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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|
||||
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||||
},
|
||||
"fold": 2
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "SHORT",
|
||||
"entry_time": "2025-09-20 14:00:00",
|
||||
"exit_time": "2025-09-20 15:00:00",
|
||||
"entry_price": 2.971603,
|
||||
"exit_price": 2.984114,
|
||||
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||||
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|
||||
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|
||||
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|
||||
"entry_fee": 1.938317,
|
||||
"exit_fee": 1.946478,
|
||||
"net_pnl": -24.286736,
|
||||
"close_reason": "STOP_LOSS",
|
||||
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|
||||
"indicators": {
|
||||
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||||
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|
||||
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|
||||
"adx": 28.84076206692945
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||||
},
|
||||
"fold": 2
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "LONG",
|
||||
"entry_time": "2025-09-24 19:45:00",
|
||||
"exit_time": "2025-09-24 21:45:00",
|
||||
"entry_price": 2.976198,
|
||||
"exit_price": 2.948913,
|
||||
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||||
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||||
"tp": 3.003482,
|
||||
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|
||||
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|
||||
"exit_fee": 1.941801,
|
||||
"net_pnl": -48.816763,
|
||||
"close_reason": "STOP_LOSS",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
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||||
"macd_hist": 0.00019635721897620986,
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||||
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|
||||
"adx": 66.36435142210216
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||||
},
|
||||
"fold": 2
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "SHORT",
|
||||
"entry_time": "2025-09-25 12:15:00",
|
||||
"exit_time": "2025-09-25 12:30:00",
|
||||
"entry_price": 2.793221,
|
||||
"exit_price": 2.81825,
|
||||
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||||
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|
||||
"tp": 2.768191,
|
||||
"gross_pnl": -44.597807,
|
||||
"entry_fee": 1.990784,
|
||||
"exit_fee": 2.008623,
|
||||
"net_pnl": -48.597214,
|
||||
"close_reason": "STOP_LOSS",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 27.256149561284357,
|
||||
"macd_hist": -0.0005773233003328118,
|
||||
"atr": 0.012514818420656685,
|
||||
"adx": 36.706433983392714
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||||
},
|
||||
"fold": 2
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "LONG",
|
||||
"entry_time": "2025-09-28 22:00:00",
|
||||
"exit_time": "2025-09-29 02:15:00",
|
||||
"entry_price": 2.850785,
|
||||
"exit_price": 2.868214,
|
||||
"quantity": 1700.7,
|
||||
"sl": 2.833356,
|
||||
"tp": 2.868214,
|
||||
"gross_pnl": 29.641341,
|
||||
"entry_fee": 1.939332,
|
||||
"exit_fee": 1.951189,
|
||||
"net_pnl": 25.750821,
|
||||
"close_reason": "TAKE_PROFIT",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 69.94607598871028,
|
||||
"macd_hist": 0.0002172037763433672,
|
||||
"atr": 0.008714453238038499,
|
||||
"adx": 45.96715774504039
|
||||
},
|
||||
"fold": 2
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "SHORT",
|
||||
"entry_time": "2025-12-10 10:30:00",
|
||||
"exit_time": "2025-12-10 14:30:00",
|
||||
"entry_price": 2.069993,
|
||||
"exit_price": 2.056326,
|
||||
"quantity": 2415.2,
|
||||
"sl": 2.08366,
|
||||
"tp": 2.056326,
|
||||
"gross_pnl": 33.009596,
|
||||
"entry_fee": 1.999779,
|
||||
"exit_fee": 1.986575,
|
||||
"net_pnl": 29.023242,
|
||||
"close_reason": "TAKE_PROFIT",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 37.038012691554805,
|
||||
"macd_hist": -9.211636302669133e-05,
|
||||
"atr": 0.0068337189344636114,
|
||||
"adx": 28.943927763667713
|
||||
},
|
||||
"fold": 3
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "LONG",
|
||||
"entry_time": "2025-12-12 16:00:00",
|
||||
"exit_time": "2025-12-12 18:30:00",
|
||||
"entry_price": 1.988899,
|
||||
"exit_price": 2.013001,
|
||||
"quantity": 2498.4,
|
||||
"sl": 1.964797,
|
||||
"tp": 2.013001,
|
||||
"gross_pnl": 60.216838,
|
||||
"entry_fee": 1.987626,
|
||||
"exit_fee": 2.011713,
|
||||
"net_pnl": 56.2175,
|
||||
"close_reason": "TAKE_PROFIT",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 28.182013495720106,
|
||||
"macd_hist": -0.00643391832048344,
|
||||
"atr": 0.01205108033747697,
|
||||
"adx": 30.769786891839054
|
||||
},
|
||||
"fold": 3
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "SHORT",
|
||||
"entry_time": "2025-12-19 13:15:00",
|
||||
"exit_time": "2025-12-19 13:45:00",
|
||||
"entry_price": 1.878712,
|
||||
"exit_price": 1.863781,
|
||||
"quantity": 2596.8,
|
||||
"sl": 1.893643,
|
||||
"tp": 1.863781,
|
||||
"gross_pnl": 38.773597,
|
||||
"entry_fee": 1.951456,
|
||||
"exit_fee": 1.935946,
|
||||
"net_pnl": 34.886195,
|
||||
"close_reason": "TAKE_PROFIT",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 68.16547032772114,
|
||||
"macd_hist": -4.5929936914913816e-05,
|
||||
"atr": 0.007465649526915487,
|
||||
"adx": 40.69667585881617
|
||||
},
|
||||
"fold": 3
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "LONG",
|
||||
"entry_time": "2025-12-25 23:30:00",
|
||||
"exit_time": "2025-12-26 02:00:00",
|
||||
"entry_price": 1.831783,
|
||||
"exit_price": 1.844712,
|
||||
"quantity": 2624.8,
|
||||
"sl": 1.818854,
|
||||
"tp": 1.844712,
|
||||
"gross_pnl": 33.936201,
|
||||
"entry_fee": 1.923226,
|
||||
"exit_fee": 1.9368,
|
||||
"net_pnl": 30.076175,
|
||||
"close_reason": "TAKE_PROFIT",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 18.688435627302994,
|
||||
"macd_hist": -0.0034657628634239823,
|
||||
"atr": 0.006464530874639477,
|
||||
"adx": 30.228290924248867
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||||
},
|
||||
"fold": 3
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "LONG",
|
||||
"entry_time": "2026-01-01 15:45:00",
|
||||
"exit_time": "2026-01-01 17:15:00",
|
||||
"entry_price": 1.861986,
|
||||
"exit_price": 1.870892,
|
||||
"quantity": 2543.8,
|
||||
"sl": 1.853081,
|
||||
"tp": 1.870892,
|
||||
"gross_pnl": 22.653457,
|
||||
"entry_fee": 1.894608,
|
||||
"exit_fee": 1.90367,
|
||||
"net_pnl": 18.855179,
|
||||
"close_reason": "TAKE_PROFIT",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 64.9515011671277,
|
||||
"macd_hist": 8.017825296896758e-05,
|
||||
"atr": 0.004452680396625609,
|
||||
"adx": 29.061543249865803
|
||||
},
|
||||
"fold": 3
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "LONG",
|
||||
"entry_time": "2026-01-02 14:30:00",
|
||||
"exit_time": "2026-01-02 14:45:00",
|
||||
"entry_price": 1.906991,
|
||||
"exit_price": 1.92129,
|
||||
"quantity": 2458.8,
|
||||
"sl": 1.892691,
|
||||
"tp": 1.92129,
|
||||
"gross_pnl": 35.159553,
|
||||
"entry_fee": 1.875563,
|
||||
"exit_fee": 1.889627,
|
||||
"net_pnl": 31.394362,
|
||||
"close_reason": "TAKE_PROFIT",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 68.243618769103,
|
||||
"macd_hist": 0.00021763021087121363,
|
||||
"atr": 0.007149738287103824,
|
||||
"adx": 34.75978288472445
|
||||
},
|
||||
"fold": 3
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "SHORT",
|
||||
"entry_time": "2026-01-04 00:45:00",
|
||||
"exit_time": "2026-01-04 01:30:00",
|
||||
"entry_price": 2.041396,
|
||||
"exit_price": 2.026932,
|
||||
"quantity": 2251.8,
|
||||
"sl": 2.05586,
|
||||
"tp": 2.026932,
|
||||
"gross_pnl": 32.569888,
|
||||
"entry_fee": 1.838726,
|
||||
"exit_fee": 1.825698,
|
||||
"net_pnl": 28.905464,
|
||||
"close_reason": "TAKE_PROFIT",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 78.42031027026397,
|
||||
"macd_hist": 0.002773445174521872,
|
||||
"atr": 0.007231967338050755,
|
||||
"adx": 25.06146716762975
|
||||
},
|
||||
"fold": 3
|
||||
},
|
||||
{
|
||||
"symbol": "XRPUSDT",
|
||||
"side": "LONG",
|
||||
"entry_time": "2026-01-04 03:00:00",
|
||||
"exit_time": "2026-01-04 03:45:00",
|
||||
"entry_price": 2.038904,
|
||||
"exit_price": 2.053633,
|
||||
"quantity": 2209.5,
|
||||
"sl": 2.024175,
|
||||
"tp": 2.053633,
|
||||
"gross_pnl": 32.54375,
|
||||
"entry_fee": 1.801983,
|
||||
"exit_fee": 1.815001,
|
||||
"net_pnl": 28.926766,
|
||||
"close_reason": "TAKE_PROFIT",
|
||||
"ml_proba": null,
|
||||
"indicators": {
|
||||
"rsi": 66.00101725582081,
|
||||
"macd_hist": 4.503977849404806e-05,
|
||||
"atr": 0.007364505506906315,
|
||||
"adx": 30.991168735172053
|
||||
},
|
||||
"fold": 3
|
||||
}
|
||||
],
|
||||
"validation": {
|
||||
"overall": "FAIL",
|
||||
"checks": [
|
||||
{
|
||||
"name": "exit_after_entry",
|
||||
"passed": true,
|
||||
"level": "FAIL",
|
||||
"message": "모든 트레이드에서 청산 > 진입"
|
||||
},
|
||||
{
|
||||
"name": "sl_tp_direction",
|
||||
"passed": true,
|
||||
"level": "FAIL",
|
||||
"message": "SL/TP 방향 정합"
|
||||
},
|
||||
{
|
||||
"name": "no_overlap",
|
||||
"passed": true,
|
||||
"level": "FAIL",
|
||||
"message": "포지션 비중첩 확인"
|
||||
},
|
||||
{
|
||||
"name": "positive_fees",
|
||||
"passed": true,
|
||||
"level": "FAIL",
|
||||
"message": "수수료 양수 확인"
|
||||
},
|
||||
{
|
||||
"name": "no_negative_balance",
|
||||
"passed": true,
|
||||
"level": "FAIL",
|
||||
"message": "잔고 양수 유지"
|
||||
},
|
||||
{
|
||||
"name": "win_rate_high",
|
||||
"passed": true,
|
||||
"level": "WARNING",
|
||||
"message": "승률 정상 (66.7%)"
|
||||
},
|
||||
{
|
||||
"name": "win_rate_low",
|
||||
"passed": true,
|
||||
"level": "WARNING",
|
||||
"message": "승률 정상 (66.7%)"
|
||||
},
|
||||
{
|
||||
"name": "mdd_nonzero",
|
||||
"passed": true,
|
||||
"level": "WARNING",
|
||||
"message": "MDD 정상 (12.0%)"
|
||||
},
|
||||
{
|
||||
"name": "trade_frequency",
|
||||
"passed": false,
|
||||
"level": "WARNING",
|
||||
"message": "월 평균 4.0건 < 5건 — 신호 생성 부족"
|
||||
},
|
||||
{
|
||||
"name": "profit_factor_high",
|
||||
"passed": true,
|
||||
"level": "WARNING",
|
||||
"message": "PF 정상 (1.57)"
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user