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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,268 @@ | ||
| H2O_Option1.py | ||
| 4 | ||
| Checking whether there is an H2O instance running at http://localhost:54321 ..... not found. | ||
| Attempting to start a local H2O server... | ||
| Java Version: openjdk version "11.0.9.1" 2020-11-04; OpenJDK Runtime Environment (build 11.0.9.1+1-post-Debian-1deb10u2); OpenJDK 64-Bit Server VM (build 11.0.9.1+1-post-Debian-1deb10u2, mixed mode, sharing) | ||
| Starting server from /home/bcelik/anaconda3/envs/H2O_env/lib/python3.7/site-packages/h2o/backend/bin/h2o.jar | ||
| Ice root: /scratch/tmpbr0a6jar | ||
| JVM stdout: /scratch/tmpbr0a6jar/h2o_bcelik_started_from_python.out | ||
| JVM stderr: /scratch/tmpbr0a6jar/h2o_bcelik_started_from_python.err | ||
| Server is running at http://127.0.0.1:54321 | ||
| Connecting to H2O server at http://127.0.0.1:54321 ... successful. | ||
| Warning: Your H2O cluster version is too old (1 year, 5 months and 26 days)! Please download and install the latest version from http://h2o.ai/download/ | ||
| -------------------------- --------------------------------------------------- | ||
| H2O cluster uptime: 01 secs | ||
| H2O cluster timezone: Europe/Amsterdam | ||
| H2O data parsing timezone: UTC | ||
| H2O cluster version: 3.26.0.2 | ||
| H2O cluster version age: 1 year, 5 months and 26 days !!! | ||
| H2O cluster name: H2O_from_python_bcelik_l1eizw | ||
| H2O cluster total nodes: 1 | ||
| H2O cluster free memory: 22.50 Gb | ||
| H2O cluster total cores: 16 | ||
| H2O cluster allowed cores: 16 | ||
| H2O cluster status: accepting new members, healthy | ||
| H2O connection url: http://127.0.0.1:54321 | ||
| H2O connection proxy: | ||
| H2O internal security: False | ||
| H2O API Extensions: Amazon S3, XGBoost, Algos, AutoML, Core V3, Core V4 | ||
| Python version: 3.7.9 final | ||
| -------------------------- --------------------------------------------------- | ||
| Parse progress: [#########################################################] 100% | ||
| AutoML progress: [########################################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 3 - Test score 0.257552 - Duration 684.536747 | ||
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| Drift in performance detected at batch 3, sample 1462 | ||
| Drift in performance detected at batch 3, sample 2116 | ||
| Drift in performance detected at batch 3, sample 3680 | ||
| Drift in performance detected at batch 3, sample 5015 | ||
| Drift in performance detected at batch 3, sample 5092 | ||
| Drift in performance detected at batch 3, sample 5776 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 4 - Test score 0.221157 - Duration 694.990927 | ||
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| Drift in performance detected at batch 4, sample 11 | ||
| Drift in performance detected at batch 4, sample 504 | ||
| Drift in performance detected at batch 4, sample 578 | ||
| Drift in performance detected at batch 4, sample 631 | ||
| Drift in performance detected at batch 4, sample 2066 | ||
| Drift in performance detected at batch 4, sample 3040 | ||
| Drift in performance detected at batch 4, sample 3268 | ||
| Drift in performance detected at batch 4, sample 3741 | ||
| Drift in performance detected at batch 4, sample 6052 | ||
| Drift in performance detected at batch 4, sample 6700 | ||
| Drift in performance detected at batch 4, sample 6786 | ||
| Drift in performance detected at batch 4, sample 6844 | ||
| Drift in performance detected at batch 4, sample 6959 | ||
| Drift in performance detected at batch 4, sample 8023 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 5 - Test score 0.209632 - Duration 705.442301 | ||
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| Drift in performance detected at batch 5, sample 772 | ||
| Drift in performance detected at batch 5, sample 1375 | ||
| Drift in performance detected at batch 5, sample 3588 | ||
| Drift in performance detected at batch 5, sample 4168 | ||
| Drift in performance detected at batch 5, sample 4229 | ||
| Drift in performance detected at batch 5, sample 4291 | ||
| Drift in performance detected at batch 5, sample 5428 | ||
| Drift in performance detected at batch 5, sample 6487 | ||
| Drift in performance detected at batch 5, sample 7046 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 6 - Test score 0.180759 - Duration 715.877102 | ||
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| Drift in performance detected at batch 6, sample 945 | ||
| Drift in performance detected at batch 6, sample 1722 | ||
| Drift in performance detected at batch 6, sample 3191 | ||
| Drift in performance detected at batch 6, sample 4090 | ||
| Drift in performance detected at batch 6, sample 4755 | ||
| Drift in performance detected at batch 6, sample 7011 | ||
| Drift in performance detected at batch 6, sample 7549 | ||
| Drift in performance detected at batch 6, sample 7620 | ||
| Drift in performance detected at batch 6, sample 7703 | ||
| Drift in performance detected at batch 6, sample 7863 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 7 - Test score 0.376319 - Duration 726.292062 | ||
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| Drift in performance detected at batch 7, sample 1629 | ||
| Drift in performance detected at batch 7, sample 1676 | ||
| Drift in performance detected at batch 7, sample 4597 | ||
| Drift in performance detected at batch 7, sample 5377 | ||
| Drift in performance detected at batch 7, sample 7853 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 8 - Test score 0.428727 - Duration 736.696012 | ||
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| Drift in performance detected at batch 8, sample 3529 | ||
| Drift in performance detected at batch 8, sample 5982 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 9 - Test score 0.365158 - Duration 747.096876 | ||
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| Drift in performance detected at batch 9, sample 823 | ||
| Drift in performance detected at batch 9, sample 1493 | ||
| Drift in performance detected at batch 9, sample 3917 | ||
| Drift in performance detected at batch 9, sample 4010 | ||
| Drift in performance detected at batch 9, sample 7084 | ||
| Drift in performance detected at batch 9, sample 7867 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 10 - Test score 0.368313 - Duration 757.504042 | ||
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| Drift in performance detected at batch 10, sample 2166 | ||
| Drift in performance detected at batch 10, sample 5325 | ||
| Drift in performance detected at batch 10, sample 6128 | ||
| Drift in performance detected at batch 10, sample 7954 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 11 - Test score 0.239961 - Duration 767.913732 | ||
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| Drift in performance detected at batch 11, sample 989 | ||
| Drift in performance detected at batch 11, sample 1720 | ||
| Drift in performance detected at batch 11, sample 4679 | ||
| Drift in performance detected at batch 11, sample 5435 | ||
| Drift in performance detected at batch 11, sample 5533 | ||
| Drift in performance detected at batch 11, sample 5585 | ||
| Drift in performance detected at batch 11, sample 7117 | ||
| Drift in performance detected at batch 11, sample 8217 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 12 - Test score 0.241417 - Duration 778.313074 | ||
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| Drift in performance detected at batch 12, sample 54 | ||
| Drift in performance detected at batch 12, sample 178 | ||
| Drift in performance detected at batch 12, sample 642 | ||
| Drift in performance detected at batch 12, sample 2987 | ||
| Drift in performance detected at batch 12, sample 3753 | ||
| Drift in performance detected at batch 12, sample 5394 | ||
| Drift in performance detected at batch 12, sample 6378 | ||
| Drift in performance detected at batch 12, sample 7147 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 13 - Test score 0.212059 - Duration 788.697389 | ||
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| Drift in performance detected at batch 13, sample 328 | ||
| Drift in performance detected at batch 13, sample 1237 | ||
| Drift in performance detected at batch 13, sample 1313 | ||
| Drift in performance detected at batch 13, sample 1497 | ||
| Drift in performance detected at batch 13, sample 1996 | ||
| Drift in performance detected at batch 13, sample 2040 | ||
| Drift in performance detected at batch 13, sample 3293 | ||
| Drift in performance detected at batch 13, sample 4127 | ||
| Drift in performance detected at batch 13, sample 4194 | ||
| Drift in performance detected at batch 13, sample 4728 | ||
| Drift in performance detected at batch 13, sample 6839 | ||
| Drift in performance detected at batch 13, sample 7544 | ||
| Drift in performance detected at batch 13, sample 7585 | ||
| Drift in performance detected at batch 13, sample 7636 | ||
| Drift in performance detected at batch 13, sample 7723 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 14 - Test score 0.204173 - Duration 799.103132 | ||
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| Drift in performance detected at batch 14, sample 651 | ||
| Drift in performance detected at batch 14, sample 1656 | ||
| Drift in performance detected at batch 14, sample 1819 | ||
| Drift in performance detected at batch 14, sample 1874 | ||
| Drift in performance detected at batch 14, sample 1918 | ||
| Drift in performance detected at batch 14, sample 1982 | ||
| Drift in performance detected at batch 14, sample 2308 | ||
| Drift in performance detected at batch 14, sample 4604 | ||
| Drift in performance detected at batch 14, sample 5186 | ||
| Drift in performance detected at batch 14, sample 5288 | ||
| Drift in performance detected at batch 14, sample 5358 | ||
| Drift in performance detected at batch 14, sample 5515 | ||
| Drift in performance detected at batch 14, sample 7160 | ||
| Drift in performance detected at batch 14, sample 7346 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 15 - Test score 0.293704 - Duration 809.498517 | ||
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| Drift in performance detected at batch 15, sample 863 | ||
| Drift in performance detected at batch 15, sample 938 | ||
| Drift in performance detected at batch 15, sample 1005 | ||
| Drift in performance detected at batch 15, sample 1066 | ||
| Drift in performance detected at batch 15, sample 1847 | ||
| Drift in performance detected at batch 15, sample 5347 | ||
| Drift in performance detected at batch 15, sample 6363 | ||
| Drift in performance detected at batch 15, sample 8020 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 16 - Test score 0.263011 - Duration 819.903896 | ||
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| Drift in performance detected at batch 16, sample 1043 | ||
| Drift in performance detected at batch 16, sample 2069 | ||
| Drift in performance detected at batch 16, sample 5071 | ||
| Drift in performance detected at batch 16, sample 5306 | ||
| Drift in performance detected at batch 16, sample 5760 | ||
| Drift in performance detected at batch 16, sample 5903 | ||
| Drift in performance detected at batch 16, sample 7803 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 17 - Test score 0.237899 - Duration 830.260844 | ||
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| Drift in performance detected at batch 17, sample 988 | ||
| Drift in performance detected at batch 17, sample 2080 | ||
| Drift in performance detected at batch 17, sample 5577 | ||
| Drift in performance detected at batch 17, sample 6761 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 18 - Test score 0.299284 - Duration 840.661343 | ||
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| Drift in performance detected at batch 18, sample 517 | ||
| Drift in performance detected at batch 18, sample 1786 | ||
| Drift in performance detected at batch 18, sample 1858 | ||
| Drift in performance detected at batch 18, sample 1989 | ||
| Drift in performance detected at batch 18, sample 2894 | ||
| Drift in performance detected at batch 18, sample 5827 | ||
| Drift in performance detected at batch 18, sample 7175 | ||
| Drift in performance detected at batch 18, sample 7239 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost prediction progress: [############################################] 100% | ||
| Test batch 19 - Test score 0.258158 - Duration 851.055249 | ||
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| Drift in performance detected at batch 19, sample 791 | ||
| Drift in performance detected at batch 19, sample 2103 | ||
| Drift in performance detected at batch 19, sample 3462 | ||
| Drift in performance detected at batch 19, sample 6406 | ||
| Drift in performance detected at batch 19, sample 7586 | ||
| Parse progress: [#########################################################] 100% | ||
| xgboost Model Build progress: [###########################################] 100% | ||
| H2O session _sid_837f closed. |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,32 @@ | ||
| H2O_Option3.py | ||
| 4 | ||
| Checking whether there is an H2O instance running at http://localhost:54321 ..... not found. | ||
| Attempting to start a local H2O server... | ||
| Java Version: openjdk version "11.0.9.1" 2020-11-04; OpenJDK Runtime Environment (build 11.0.9.1+1-post-Debian-1deb10u2); OpenJDK 64-Bit Server VM (build 11.0.9.1+1-post-Debian-1deb10u2, mixed mode, sharing) | ||
| Starting server from /home/bcelik/anaconda3/envs/H2O_env/lib/python3.7/site-packages/h2o/backend/bin/h2o.jar | ||
| Ice root: /scratch/tmp8lpalyer | ||
| JVM stdout: /scratch/tmp8lpalyer/h2o_bcelik_started_from_python.out | ||
| JVM stderr: /scratch/tmp8lpalyer/h2o_bcelik_started_from_python.err | ||
| Server is running at http://127.0.0.1:54321 | ||
| Connecting to H2O server at http://127.0.0.1:54321 ... successful. | ||
| Warning: Your H2O cluster version is too old (1 year, 5 months and 26 days)! Please download and install the latest version from http://h2o.ai/download/ | ||
| -------------------------- --------------------------------------------------- | ||
| H2O cluster uptime: 01 secs | ||
| H2O cluster timezone: Europe/Amsterdam | ||
| H2O data parsing timezone: UTC | ||
| H2O cluster version: 3.26.0.2 | ||
| H2O cluster version age: 1 year, 5 months and 26 days !!! | ||
| H2O cluster name: H2O_from_python_bcelik_zho0w0 | ||
| H2O cluster total nodes: 1 | ||
| H2O cluster free memory: 22.50 Gb | ||
| H2O cluster total cores: 16 | ||
| H2O cluster allowed cores: 16 | ||
| H2O cluster status: accepting new members, healthy | ||
| H2O connection url: http://127.0.0.1:54321 | ||
| H2O connection proxy: | ||
| H2O internal security: False | ||
| H2O API Extensions: Amazon S3, XGBoost, Algos, AutoML, Core V3, Core V4 | ||
| Python version: 3.7.9 final | ||
| -------------------------- --------------------------------------------------- | ||
| Parse progress: [#########################################################] 100% | ||
| AutoML progress: [############################ |
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