Online Time Series Anomaly Detectors
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Documentation for package ‘otsad’ version 0.2.0
Help Pages
| ambient_temperature_system_failure | ambient_temperature_system_failure. |
| art_daily_flatmiddle | art_daily_flatmiddle. |
| art_daily_jumpsdown | art_daily_jumpsdown |
| art_daily_jumpsup | art_daily_jumpsup |
| art_daily_nojump | art_daily_nojump |
| art_increase_spike_density | art_increase_spike_density |
| art_load_balancer_spikes | art_load_balancer_spikes. |
| ContextualAnomalyDetector | Contextual Anomaly Detector - Open Source (CAD) |
| CpKnnCad | Classic processing KNN based Conformal Anomaly Detector (KNN-CAD) |
| CpPewma | Classic Processing Probabilistic-EWMA (PEWMA). |
| CpSdEwma | Classic Processing Shift-Detection based on EWMA (SD-EWMA). |
| CpTsSdEwma | Classic Processing Two-Stage Shift-Detection based on EWMA |
| cpu_utilization_asg_misconfiguration | cpu_utilization_asg_misconfiguration. |
| ec2_cpu_utilization_24ae8d | ec2_cpu_utilization_24ae8d. |
| ec2_cpu_utilization_53ea38 | ec2_cpu_utilization_53ea38. |
| ec2_cpu_utilization_5f5533 | ec2_cpu_utilization_5f5533. |
| ec2_cpu_utilization_77c1ca | ec2_cpu_utilization_77c1ca. |
| ec2_cpu_utilization_825cc2 | ec2_cpu_utilization_825cc2. |
| ec2_cpu_utilization_ac20cd | ec2_cpu_utilization_ac20cd. |
| ec2_cpu_utilization_fe7f93 | ec2_cpu_utilization_fe7f93. |
| ec2_disk_write_bytes_1ef3de | ec2_disk_write_bytes_1ef3de. |
| ec2_disk_write_bytes_c0d644 | ec2_disk_write_bytes_c0d644. |
| ec2_network_in_257a54 | ec2_network_in_257a54. |
| ec2_network_in_5abac7 | ec2_network_in_5abac7. |
| ec2_request_latency_system_failure | ec2_request_latency_system_failure. |
| elb_request_count_8c0756 | elb_request_count_8c0756. |
| exchange_2_cpc_results | exchange_2_cpc_results. |
| exchange_2_cpm_results | exchange_2_cpm_results. |
| exchange_3_cpc_results | exchange_3_cpc_results. |
| exchange_3_cpm_results | exchange_3_cpm_results. |
| exchange_4_cpc_results | exchange_4_cpc_results. |
| exchange_4_cpm_results | exchange_4_cpm_results. |
| GetDetectorScore | Get detector score |
| GetLabels | Get Lables |
| GetNullAndPerfectScores | Get Null And Perfect Scores |
| GetNumTrainingValues | Get Number of Training Values |
| GetWindowLength | Get Window Length |
| GetWindowsLimits | Get windows limits |
| grok_asg_anomaly | grok_asg_anomaly. |
| iio_us_east1_i_a2eb1cd9_NetworkIn | iio_us_east1_i_a2eb1cd9_NetworkIn. |
| IpKnnCad | Incremental processing KNN based Conformal Anomaly Detector (KNN-CAD). |
| IpPewma | Incremental Processing Probabilistic-EWMA (PEWMA). |
| IpSdEwma | Incremental Processing Shift-Detection based on EWMA (SD-EWMA). |
| IpTsSdEwma | Incremental Processing Two-Stage Shift-Detection based on EWMA |
| machine_temperature_system_failure | machine_temperature_system_failure. |
| NormalizeScore | Normalize Score using Max and Min normalization |
| nyc_taxi | nyc_taxi. |
| occupancy_6005 | occupancy_6005. |
| occupancy_t4013 | occupancy_t4013. |
| OcpPewma | Optimized Classic Processing Probabilistic-EWMA (PEWMA). |
| OcpSdEwma | Optimized Classic Processing Shift-Detection based on EWMA (SD-EWMA). |
| OcpTsSdEwma | Optimized Classic Processing Two-Stage Shift-Detection based on EWMA |
| OipPewma | Optimized Incremental Processing Probabilistic-EWMA (PEWMA). |
| OipSdEwma | Optimized Incremental Processing Shift-Detection based on EWMA (SD-EWMA). |
| OipTsSdEwma | Optimized Incremental Processing Two-Stage Shift-Detection based on EWMA |
| PlotDetections | PLOT DETECTIONS |
| rds_cpu_utilization_cc0c53 | rds_cpu_utilization_cc0c53. |
| rds_cpu_utilization_e47b3b | rds_cpu_utilization_e47b3b. |
| ReduceAnomalies | Reduce Anomalies |
| rogue_agent_key_hold | rogue_agent_key_hold. |
| rogue_agent_key_updown | rogue_agent_key_updown. |
| speed_6005 | speed_6005. |
| speed_7578 | speed_7578. |
| speed_t4013 | speed_t4013. |
| TravelTime_387 | TravelTime_387. |
| TravelTime_451 | TravelTime_451. |
| Twitter_volume_AAPL | Twitter_volume_AAPL. |
| Twitter_volume_AMZN | Twitter_volume_AMZN. |
| Twitter_volume_CRM | Twitter_volume_CRM. |
| Twitter_volume_CVS | Twitter_volume_CVS. |
| Twitter_volume_FB | Twitter_volume_FB. |
| Twitter_volume_GOOG | Twitter_volume_GOOG. |
| Twitter_volume_IBM | Twitter_volume_IBM. |
| Twitter_volume_KO | Twitter_volume_KO. |
| Twitter_volume_PFE | Twitter_volume_PFE. |
| Twitter_volume_UPS | Twitter_volume_UPS. |