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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155689  35.543%  (99.568% of non-spam corpus)
# Correctly spam:     278576  63.597%  (98.902% of spam corpus)
# False positives:       676  0.154%  (0.432% of nonspam,  92003 weighted)
# False negatives:      3093  0.706%  (1.098% of spam,   5462 weighted)
# Average score for spam:  30.3    nonspam: -1.9
# Average for false-pos:   7.6  false-neg: 1.8
# TOTAL:              438034  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19594  99.63%
# Correctly spam:      34867  98.95%
# False positives:        73  0.37%
# False negatives:       371  1.05%
# TCR(l=50): 8.763492  SpamRecall: 98.947%  SpamPrec: 99.791%

##### 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: 156152  99.86%
# Correctly spam:     275119  97.67%
# False positives:       213  0.14%
# False negatives:      6550  2.33%
# TCR(l=50): 16.376105  SpamRecall: 97.675%  SpamPrec: 99.923%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19643  99.88%
# Correctly spam:      34442  97.74%
# False positives:        24  0.12%
# False negatives:       796  2.26%
# TCR(l=50): 17.654309  SpamRecall: 97.741%  SpamPrec: 99.930%