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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165976  48.854%  (95.925% of non-spam corpus)
# Correctly spam:     101949  30.008%  (61.151% of spam corpus)
# False positives:      7050  2.075%  (4.075% of nonspam, 213548 weighted)
# False negatives:     64767  19.064%  (38.849% of spam, 170036 weighted)
# Average score for spam:  11.9    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              339742  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20857  95.88%
# Correctly spam:      12902  61.46%
# False positives:       896  4.12%
# False negatives:      8092  38.54%
# TCR(l=50): 0.396922  SpamRecall: 61.456%  SpamPrec: 93.506%

##### 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: 166992  96.51%
# Correctly spam:      64981  38.98%
# False positives:      6034  3.49%
# False negatives:    101735  61.02%
# TCR(l=50): 0.413241  SpamRecall: 38.977%  SpamPrec: 91.503%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21002  96.55%
# Correctly spam:       8128  38.72%
# False positives:       751  3.45%
# False negatives:     12866  61.28%
# TCR(l=50): 0.416415  SpamRecall: 38.716%  SpamPrec: 91.542%