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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174725  37.052%  (99.516% of non-spam corpus)
# Correctly spam:     242594  51.444%  (81.958% of spam corpus)
# False positives:       849  0.180%  (0.484% of nonspam,  88672 weighted)
# False negatives:     53405  11.325%  (18.042% of spam, 123844 weighted)
# Average score for spam:  12.2    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              471573  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21955  99.48%
# Correctly spam:      30283  82.00%
# False positives:       115  0.52%
# False negatives:      6646  18.00%
# TCR(l=50): 2.979106  SpamRecall: 82.003%  SpamPrec: 99.622%

##### 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: 175115  99.74%
# Correctly spam:     156672  52.93%
# False positives:       459  0.26%
# False negatives:    139327  47.07%
# TCR(l=50): 1.824035  SpamRecall: 52.930%  SpamPrec: 99.708%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22017  99.76%
# Correctly spam:      19511  52.83%
# False positives:        53  0.24%
# False negatives:     17418  47.17%
# TCR(l=50): 1.840193  SpamRecall: 52.834%  SpamPrec: 99.729%