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- === Run information ===
- Scheme: weka.classifiers.trees.HoeffdingTree -L 2 -S 1 -E 1.0E-7 -H 0.05 -M 0.01 -G 200.0 -N 0.0
- Relation: bank_CSV
- Instances: 4119
- Attributes: 21
- age
- job
- marital
- education
- default
- housing
- loan
- contact
- month
- day_of_week
- duration
- campaign
- pdays
- previous
- poutcome
- emp.var.rate
- cons.price.idx
- cons.conf.idx
- euribor3m
- nr.employed
- y
- Test mode: evaluate on training data
- === Classifier model (full training set) ===
- pdays <= 635.727: yes (154.108) NB1 NB adaptive1
- pdays > 635.727:
- | nr.employed <= 5099.100: no (126.765) NB2 NB adaptive2
- | nr.employed > 5099.100: no (492.235) NB3 NB adaptive3
- Time taken to build model: 0.34 seconds
- === Evaluation on training set ===
- Time taken to test model on training data: 0.09 seconds
- === Summary ===
- Correctly Classified Instances 3720 90.3132 %
- Incorrectly Classified Instances 399 9.6868 %
- Kappa statistic 0.259
- Mean absolute error 0.1605
- Root mean squared error 0.2901
- Relative absolute error 82.2578 %
- Root relative squared error 92.9145 %
- Total Number of Instances 4119
- === Detailed Accuracy By Class ===
- TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class
- 0.992 0.818 0.908 0.992 0.948 0.333 0.728 0.939 no
- 0.182 0.008 0.732 0.182 0.291 0.333 0.728 0.306 yes
- Weighted Avg. 0.903 0.729 0.889 0.903 0.876 0.333 0.728 0.870
- === Confusion Matrix ===
- a b <-- classified as
- 3638 30 | a = no
- 369 82 | b = yes
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