##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 214992  36.201%  (97.866% of non-spam corpus)
# Correctly spam:     311320  52.421%  (83.195% of spam corpus)
# False positives:      4689  0.790%  (2.134% of nonspam, 666025 weighted)
# False negatives:     62883  10.588%  (16.805% of spam, 149591 weighted)
# Average score for spam:  10.2    nonspam: -0.5
# Average for false-pos:   8.3  false-neg: 2.4
# TOTAL:              593884  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26874  97.77%
# Correctly spam:      38732  83.10%
# False positives:       613  2.23%
# False negatives:      7878  16.90%
# TCR(l=50): 1.209770  SpamRecall: 83.098%  SpamPrec: 98.442%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 216159  98.40%
# Correctly spam:     145777  38.96%
# False positives:      3522  1.60%
# False negatives:    228426  61.04%
# TCR(l=50): 0.925041  SpamRecall: 38.957%  SpamPrec: 97.641%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27049  98.41%
# Correctly spam:      18291  39.24%
# False positives:       438  1.59%
# False negatives:     28319  60.76%
# TCR(l=50): 0.928135  SpamRecall: 39.243%  SpamPrec: 97.661%