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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197034  38.795%  (99.170% of non-spam corpus)
# Correctly spam:     249583  49.142%  (80.719% of spam corpus)
# False positives:      1649  0.325%  (0.830% of nonspam, 186208 weighted)
# False negatives:     59615  11.738%  (19.281% of spam, 136213 weighted)
# Average score for spam:  11.4    nonspam: -0.3
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              507881  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24627  99.19%
# Correctly spam:      31251  81.01%
# False positives:       202  0.81%
# False negatives:      7328  18.99%
# TCR(l=50): 2.213622  SpamRecall: 81.005%  SpamPrec: 99.358%

##### 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: 197863  99.59%
# Correctly spam:     156976  50.77%
# False positives:       820  0.41%
# False negatives:    152222  49.23%
# TCR(l=50): 1.600222  SpamRecall: 50.769%  SpamPrec: 99.480%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24731  99.61%
# Correctly spam:      19548  50.67%
# False positives:        98  0.39%
# False negatives:     19031  49.33%
# TCR(l=50): 1.612093  SpamRecall: 50.670%  SpamPrec: 99.501%
