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result_30s.json
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result_30s.json
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{"time_interval": "30s", "ts_type": "univariate", "model": "knn-dtw-sakoe", "test": {"report": {"1": {"precision": 0.994256541161455, "recall": 0.9546568627450981, "f1-score": 0.9740543919974992, "support": 1632.0}, "2": {"precision": 0.9854330708661417, "recall": 0.9982053838484546, "f1-score": 0.9917781079742447, "support": 5015.0}, "accuracy": 0.9875131638333082, "macro avg": {"precision": 0.9898448060137983, "recall": 0.9764311232967764, "f1-score": 0.9829162499858719, "support": 6647.0}, "weighted avg": {"precision": 0.987599447204633, "recall": 0.9875131638333082, "f1-score": 0.9874265050745834, "support": 6647.0}}, "fttar": 0.005776636713735558, "fpr": 1.0, "fdr": 0.00574345883854499}}
{"time_interval": "30s", "ts_type": "univariate", "model": "knn-dtw-itakura", "test": {"report": {"1": {"precision": 0.994256541161455, "recall": 0.9546568627450981, "f1-score": 0.9740543919974992, "support": 1632.0}, "2": {"precision": 0.9854330708661417, "recall": 0.9982053838484546, "f1-score": 0.9917781079742447, "support": 5015.0}, "accuracy": 0.9875131638333082, "macro avg": {"precision": 0.9898448060137983, "recall": 0.9764311232967764, "f1-score": 0.9829162499858719, "support": 6647.0}, "weighted avg": {"precision": 0.987599447204633, "recall": 0.9875131638333082, "f1-score": 0.9874265050745834, "support": 6647.0}}, "fttar": 0.005776636713735558, "fpr": 1.0, "fdr": 0.00574345883854499}}
{"time_interval": "30s", "ts_type": "multivariate", "model": "knn-dtw-sakoe", "test": {"report": {"1": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 1632.0}, "2": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 5015.0}, "accuracy": 1.0, "macro avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 6647.0}, "weighted avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 6647.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "30s", "ts_type": "multivariate", "model": "knn-dtw-itakura", "test": {"report": {"1": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 1632.0}, "2": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 5015.0}, "accuracy": 1.0, "macro avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 6647.0}, "weighted avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 6647.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "30s", "ts_type": "univariate", "model": "knn-dtw-soft", "test": {"report": {"1": {"precision": 0.9954604409857328, "recall": 0.9405637254901961, "f1-score": 0.9672337744171392, "support": 1632.0}, "2": {"precision": 0.9809990205680705, "recall": 0.998604187437687, "f1-score": 0.9897233201581027, "support": 5015.0}, "accuracy": 0.984353843839326, "macro avg": {"precision": 0.9882297307769017, "recall": 0.9695839564639415, "f1-score": 0.978478547287621, "support": 6647.0}, "weighted avg": {"precision": 0.9845496506450413, "recall": 0.984353843839326, "f1-score": 0.9842015902575081, "support": 6647.0}}, "fttar": 0.004560260586319218, "fpr": 1.0, "fdr": 0.004539559014267186}}
{"time_interval": "30s", "ts_type": "multivariate", "model": "knn-dtw-soft", "test": {"report": {"1": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 1632.0}, "2": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 5015.0}, "accuracy": 1.0, "macro avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 6647.0}, "weighted avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 6647.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "30s", "ts_type": "univariate", "model": "knn-euclidean", "test": {"report": {"1": {"precision": 0.9954604409857328, "recall": 0.9405637254901961, "f1-score": 0.9672337744171392, "support": 1632.0}, "2": {"precision": 0.9809990205680705, "recall": 0.998604187437687, "f1-score": 0.9897233201581027, "support": 5015.0}, "accuracy": 0.984353843839326, "macro avg": {"precision": 0.9882297307769017, "recall": 0.9695839564639415, "f1-score": 0.978478547287621, "support": 6647.0}, "weighted avg": {"precision": 0.9845496506450413, "recall": 0.984353843839326, "f1-score": 0.9842015902575081, "support": 6647.0}}, "fttar": 0.004560260586319218, "fpr": 1.0, "fdr": 0.004539559014267186}}
{"time_interval": "30s", "ts_type": "multivariate", "model": "knn-euclidean", "test": {"report": {"1": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 1632.0}, "2": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 5015.0}, "accuracy": 1.0, "macro avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 6647.0}, "weighted avg": {"precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 6647.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "30s", "ts_type": "univariate", "model": "knn-dtw", "test": {"report": {"1": {"precision": 0.9975247524752475, "recall": 0.9877450980392157, "f1-score": 0.9926108374384236, "support": 1632.0}, "2": {"precision": 0.9960246471874379, "recall": 0.9992023928215354, "f1-score": 0.9976109894485368, "support": 5015.0}, "accuracy": 0.996389348578306, "macro avg": {"precision": 0.9967746998313427, "recall": 0.9934737454303756, "f1-score": 0.9951109134434801, "support": 6647.0}, "weighted avg": {"precision": 0.9963929594831662, "recall": 0.996389348578306, "f1-score": 0.9963833306429847, "support": 6647.0}}, "fttar": 0.0024813895781637717, "fpr": 1.0, "fdr": 0.0024752475247524753}}
{"time_interval": "30s", "ts_type": "multivariate", "model": "knn-dtw", "test": {"report": {"1": {"precision": 1.0, "recall": 0.9993872549019608, "f1-score": 0.9996935335580754, "support": 1632.0}, "2": {"precision": 0.9998006379585327, "recall": 1.0, "f1-score": 0.9999003090419699, "support": 5015.0}, "accuracy": 0.9998495561907628, "macro avg": {"precision": 0.9999003189792663, "recall": 0.9996936274509804, "f1-score": 0.9997969213000226, "support": 6647.0}, "weighted avg": {"precision": 0.9998495861835477, "recall": 0.9998495561907628, "f1-score": 0.999849540636717, "support": 6647.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "30s", "ts_type": "univariate", "model": "lstm", "test": {"report": {"1": {"precision": 1.0, "recall": 0.928921568627451, "f1-score": 0.963151207115629, "support": 1632.0}, "2": {"precision": 0.9773923211849542, "recall": 1.0, "f1-score": 0.9885669229252908, "support": 5015.0}, "accuracy": 0.982548518128479, "macro avg": {"precision": 0.9886961605924771, "recall": 0.9644607843137255, "f1-score": 0.9758590650204599, "support": 6647.0}, "weighted avg": {"precision": 0.982943055625477, "recall": 0.982548518128479, "f1-score": 0.982326747176627, "support": 6647.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}, "prod": {"report": {"1": {"precision": 1.0, "recall": 0.4584079272111099, "f1-score": 0.6286415736750911, "support": 542940.0}, "2": {"precision": 0.0, "recall": 0.0, "f1-score": 0.0, "support": 0.0}, "accuracy": 0.4584079272111099, "macro avg": {"precision": 0.5, "recall": 0.22920396360555495, "f1-score": 0.31432078683754555, "support": 542940.0}, "weighted avg": {"precision": 1.0, "recall": 0.4584079272111099, "f1-score": 0.6286415736750911, "support": 542940.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}
{"time_interval": "30s", "ts_type": "multivariate", "model": "lstm", "test": {"report": {"1": {"precision": 0.9993857493857494, "recall": 0.9969362745098039, "f1-score": 0.998159509202454, "support": 1632.0}, "2": {"precision": 0.9990037856146643, "recall": 0.9998005982053838, "f1-score": 0.9994020330875025, "support": 5015.0}, "accuracy": 0.9990973371445765, "macro avg": {"precision": 0.9991947675002069, "recall": 0.9983684363575939, "f1-score": 0.9987807711449783, "support": 6647.0}, "weighted avg": {"precision": 0.9990975670009153, "recall": 0.9990973371445765, "f1-score": 0.9990969632845239, "support": 6647.0}}, "fttar": 0.0006146281499692685, "fpr": 1.0, "fdr": 0.0006142506142506142}, "prod": {"report": {"1": {"precision": 1.0, "recall": 0.78515121376211, "f1-score": 0.879646729878357, "support": 542940.0}, "2": {"precision": 0.0, "recall": 0.0, "f1-score": 0.0, "support": 0.0}, "accuracy": 0.78515121376211, "macro avg": {"precision": 0.5, "recall": 0.392575606881055, "f1-score": 0.4398233649391785, "support": 542940.0}, "weighted avg": {"precision": 1.0, "recall": 0.78515121376211, "f1-score": 0.879646729878357, "support": 542940.0}}, "fttar": 0.0, "fpr": 0, "fdr": 0.0}}