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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156109  14.397%  (93.073% of non-spam corpus)
# Correctly spam:     678817  62.604%  (74.060% of spam corpus)
# False positives:     11619  1.072%  (6.927% of nonspam, 1700267 weighted)
# False negatives:    237766  21.928%  (25.940% of spam, 336213 weighted)
# Average score for spam:  7.6    nonspam: 0.7
# Average for false-pos:   5.4  false-neg: 1.4
# TOTAL:              1084311  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19623  92.92%
# Correctly spam:      84557  73.95%
# False positives:      1496  7.08%
# False negatives:     29792  26.05%
# TCR(l=50): 1.093286  SpamRecall: 73.946%  SpamPrec: 98.262%

##### 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: 165556  98.71%
# Correctly spam:     245552  26.79%
# False positives:      2172  1.29%
# False negatives:    671031  73.21%
# TCR(l=50): 1.175663  SpamRecall: 26.790%  SpamPrec: 99.123%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20837  98.66%
# Correctly spam:      30647  26.80%
# False positives:       282  1.34%
# False negatives:     83702  73.20%
# TCR(l=50): 1.169189  SpamRecall: 26.801%  SpamPrec: 99.088%
