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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 359217  37.868%  (99.824% of non-spam corpus)
# Correctly spam:     522973  55.131%  (88.827% of spam corpus)
# False positives:       635  0.067%  (0.176% of nonspam,  85011 weighted)
# False negatives:     65782  6.935%  (11.173% of spam, 117820 weighted)
# Average score for spam:  14.2    nonspam: -1.9
# Average for false-pos:   8.2  false-neg: 1.8
# TOTAL:              948607  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44746  99.80%
# Correctly spam:      65317  88.86%
# False positives:        88  0.20%
# False negatives:      8191  11.14%
# TCR(l=50): 5.838138  SpamRecall: 88.857%  SpamPrec: 99.865%

##### 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: 358017  99.49%
# Correctly spam:     383287  65.10%
# False positives:      1835  0.51%
# False negatives:    205468  34.90%
# TCR(l=50): 1.980886  SpamRecall: 65.101%  SpamPrec: 99.524%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44618  99.52%
# Correctly spam:      48001  65.30%
# False positives:       216  0.48%
# False negatives:     25507  34.70%
# TCR(l=50): 2.024623  SpamRecall: 65.300%  SpamPrec: 99.552%