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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161908  14.399%  (93.321% of non-spam corpus)
# Correctly spam:     620224  55.157%  (65.220% of spam corpus)
# False positives:     11587  1.030%  (6.679% of nonspam, 1843279 weighted)
# False negatives:    330748  29.414%  (34.780% of spam, 505146 weighted)
# Average score for spam:  7.0    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 1.5
# TOTAL:              1124467  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20335  93.27%
# Correctly spam:      77488  65.24%
# False positives:      1468  6.73%
# False negatives:     41294  34.76%
# TCR(l=50): 1.035643  SpamRecall: 65.235%  SpamPrec: 98.141%

##### 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: 171194  98.67%
# Correctly spam:     247943  26.07%
# False positives:      2301  1.33%
# False negatives:    703029  73.93%
# TCR(l=50): 1.162445  SpamRecall: 26.073%  SpamPrec: 99.080%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21486  98.55%
# Correctly spam:      31181  26.25%
# False positives:       317  1.45%
# False negatives:     87601  73.75%
# TCR(l=50): 1.148196  SpamRecall: 26.251%  SpamPrec: 98.994%