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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 223640  30.561%  (99.583% of non-spam corpus)
# Correctly spam:     371171  50.721%  (73.179% of spam corpus)
# False positives:       937  0.128%  (0.417% of nonspam,  69804 weighted)
# False negatives:    136038  18.590%  (26.821% of spam, 271815 weighted)
# Average score for spam:  11.4    nonspam: 0.6
# Average for false-pos:   6.6  false-neg: 2.0
# TOTAL:              731786  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28001  99.61%
# Correctly spam:      46364  73.20%
# False positives:       109  0.39%
# False negatives:     16974  26.80%
# TCR(l=50): 2.824563  SpamRecall: 73.201%  SpamPrec: 99.765%

##### 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: 216226  96.28%
# Correctly spam:     327331  64.54%
# False positives:      8351  3.72%
# False negatives:    179878  35.46%
# TCR(l=50): 0.848988  SpamRecall: 64.536%  SpamPrec: 97.512%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27018  96.12%
# Correctly spam:      40854  64.50%
# False positives:      1092  3.88%
# False negatives:     22484  35.50%
# TCR(l=50): 0.821675  SpamRecall: 64.502%  SpamPrec: 97.397%