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result_1min.json
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result_1min.json
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{"time_interval": "1min", "ts_type": "univariate", "model": "knn-dtw-sakoe", "test": {"report": {"1": {"precision": 0.9898697539797395, "recall": 0.8372093023255814, "f1-score": 0.9071618037135278, "support": 817.0}, "2": {"precision": 0.9497923744809362, "recall": 0.9972255251684503, "f1-score": 0.9729311678267595, "support": 2523.0}, "accuracy": 0.9580838323353293, "macro avg": {"precision": 0.9698310642303378, "recall": 0.9172174137470159, "f1-score": 0.9400464857701436, "support": 3340.0}, "weighted avg": {"precision": 0.9595957334780986, "recall": 0.9580838323353293, "f1-score": 0.9568432724733132, "support": 3340.0}}, "fttar": 0.01023391812865497, "fpr": 1.0, "fdr": 0.010130246020260492}}
{"time_interval": "1min", "ts_type": "univariate", "model": "knn-dtw-itakura", "test": {"report": {"1": {"precision": 0.9898697539797395, "recall": 0.8372093023255814, "f1-score": 0.9071618037135278, "support": 817.0}, "2": {"precision": 0.9497923744809362, "recall": 0.9972255251684503, "f1-score": 0.9729311678267595, "support": 2523.0}, "accuracy": 0.9580838323353293, "macro avg": {"precision": 0.9698310642303378, "recall": 0.9172174137470159, "f1-score": 0.9400464857701436, "support": 3340.0}, "weighted avg": {"precision": 0.9595957334780986, "recall": 0.9580838323353293, "f1-score": 0.9568432724733132, "support": 3340.0}}, "fttar": 0.01023391812865497, "fpr": 1.0, "fdr": 0.010130246020260492}}
{"time_interval": "1min", "ts_type": "multivariate", "model": "knn-dtw-sakoe", "test": {"report": {"1": {"precision": 0.9987775061124694, "recall": 1.0, "f1-score": 0.999388379204893, "support": 817.0}, "2": {"precision": 1.0, "recall": 0.9996036464526358, "f1-score": 0.9998017839444995, "support": 2523.0}, "accuracy": 0.9997005988023953, "macro avg": {"precision": 0.9993887530562346, "recall": 0.9998018232263179, "f1-score": 0.9995950815746962, "support": 3340.0}, "weighted avg": {"precision": 0.9997009648185291, "recall": 0.9997005988023953, "f1-score": 0.9997006606893323, "support": 3340.0}}, "fttar": 0.0012239902080783353, "fpr": 1.0, "fdr": 0.0012224938875305623}}
{"time_interval": "1min", "ts_type": "multivariate", "model": "knn-dtw-itakura", "test": {"report": {"1": {"precision": 0.9987775061124694, "recall": 1.0, "f1-score": 0.999388379204893, "support": 817.0}, "2": {"precision": 1.0, "recall": 0.9996036464526358, "f1-score": 0.9998017839444995, "support": 2523.0}, "accuracy": 0.9997005988023953, "macro avg": {"precision": 0.9993887530562346, "recall": 0.9998018232263179, "f1-score": 0.9995950815746962, "support": 3340.0}, "weighted avg": {"precision": 0.9997009648185291, "recall": 0.9997005988023953, "f1-score": 0.9997006606893323, "support": 3340.0}}, "fttar": 0.0012239902080783353, "fpr": 1.0, "fdr": 0.0012224938875305623}}
{"time_interval": "1min", "ts_type": "univariate", "model": "knn-dtw-soft", "test": {"report": {"1": {"precision": 0.9956958393113343, "recall": 0.8494492044063647, "f1-score": 0.916776750330251, "support": 817.0}, "2": {"precision": 0.9534619750283768, "recall": 0.9988109393579072, "f1-score": 0.975609756097561, "support": 2523.0}, "accuracy": 0.9622754491017964, "macro avg": {"precision": 0.9745789071698556, "recall": 0.9241300718821359, "f1-score": 0.9461932532139059, "support": 3340.0}, "weighted avg": {"precision": 0.9637928334472918, "recall": 0.9622754491017964, "f1-score": 0.9612185687586712, "support": 3340.0}}, "fttar": 0.004322766570605188, "fpr": 1.0, "fdr": 0.00430416068866571}}
{"time_interval": "1min", "ts_type": "multivariate", "model": "knn-dtw-soft", "test": {"report": {"1": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 817.0}, "2": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 2523.0}, "accuracy": 1.0, "macro avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 3340.0}, "weighted avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 3340.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "1min", "ts_type": "univariate", "model": "knn-euclidean", "test": {"report": {"1": {"precision": 0.9956958393113343, "recall": 0.8494492044063647, "f1-score": 0.916776750330251, "support": 817.0}, "2": {"precision": 0.9534619750283768, "recall": 0.9988109393579072, "f1-score": 0.975609756097561, "support": 2523.0}, "accuracy": 0.9622754491017964, "macro avg": {"precision": 0.9745789071698556, "recall": 0.9241300718821359, "f1-score": 0.9461932532139059, "support": 3340.0}, "weighted avg": {"precision": 0.9637928334472918, "recall": 0.9622754491017964, "f1-score": 0.9612185687586712, "support": 3340.0}}, "fttar": 0.004322766570605188, "fpr": 1.0, "fdr": 0.00430416068866571}}
{"time_interval": "1min", "ts_type": "multivariate", "model": "knn-euclidean", "test": {"report": {"1": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 817.0}, "2": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 2523.0}, "accuracy": 1.0, "macro avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 3340.0}, "weighted avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 3340.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "1min", "ts_type": "univariate", "model": "knn-dtw", "test": {"report": {"1": {"precision": 0.9902319902319903, "recall": 0.99265605875153, "f1-score": 0.991442542787286, "support": 817.0}, "2": {"precision": 0.9976199920666402, "recall": 0.996829171621086, "f1-score": 0.9972244250594766, "support": 2523.0}, "accuracy": 0.9958083832335329, "macro avg": {"precision": 0.9939259911493152, "recall": 0.9947426151863079, "f1-score": 0.9943334839233813, "support": 3340.0}, "weighted avg": {"precision": 0.9958128071867274, "recall": 0.9958083832335329, "f1-score": 0.9958101143360096, "support": 3340.0}}, "fttar": 0.009864364981504316, "fpr": 1.0, "fdr": 0.009768009768009768}}
{"time_interval": "1min", "ts_type": "multivariate", "model": "knn-dtw", "test": {"report": {"1": {"precision": 1.0, "recall": 0.9987760097919217, "f1-score": 0.9993876301285977, "support": 817.0}, "2": {"precision": 0.9996038034865293, "recall": 1.0, "f1-score": 0.9998018624925699, "support": 2523.0}, "accuracy": 0.9997005988023953, "macro avg": {"precision": 0.9998019017432647, "recall": 0.9993880048959609, "f1-score": 0.9995947463105838, "support": 3340.0}, "weighted avg": {"precision": 0.9997007174241058, "recall": 0.9997005988023953, "f1-score": 0.9997005367915622, "support": 3340.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "1min", "ts_type": "univariate", "model": "lstm", "test": {"report": {"1": {"precision": 1.0, "recall": 0.9975520195838433, "f1-score": 0.9987745098039216, "support": 817.0}, "2": {"precision": 0.9992079207920792, "recall": 1.0, "f1-score": 0.9996038034865293, "support": 2523.0}, "accuracy": 0.9994011976047904, "macro avg": {"precision": 0.9996039603960396, "recall": 0.9987760097919216, "f1-score": 0.9991891566452255, "support": 3340.0}, "weighted avg": {"precision": 0.9994016719037173, "recall": 0.9994011976047904, "f1-score": 0.9994009493132686, "support": 3340.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}, "prod": {"report": {"1": {"precision": 1.0, "recall": 0.6793642674461089, "f1-score": 0.809073148232755, "support": 273700.0}, "2": {"precision": 0.0, "recall": 0.0, "f1-score": 0.0, "support": 0.0}, "accuracy": 0.6793642674461089, "macro avg": {"precision": 0.5, "recall": 0.33968213372305445, "f1-score": 0.4045365741163775, "support": 273700.0}, "weighted avg": {"precision": 1.0, "recall": 0.6793642674461089, "f1-score": 0.809073148232755, "support": 273700.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "1min", "ts_type": "multivariate", "model": "lstm", "test": {"report": {"1": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 817.0}, "2": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 2523.0}, "accuracy": 1.0, "macro avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 3340.0}, "weighted avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 3340.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}, "prod": {"report": {"1": {"precision": 1.0, "recall": 0.6691085129704055, "f1-score": 0.801755557258091, "support": 273700.0}, "2": {"precision": 0.0, "recall": 0.0, "f1-score": 0.0, "support": 0.0}, "accuracy": 0.6691085129704055, "macro avg": {"precision": 0.5, "recall": 0.33455425648520276, "f1-score": 0.4008777786290455, "support": 273700.0}, "weighted avg": {"precision": 1.0, "recall": 0.6691085129704055, "f1-score": 0.801755557258091, "support": 273700.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}