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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162393  43.251%  (99.087% of non-spam corpus)
# Correctly spam:     159473  42.473%  (75.373% of spam corpus)
# False positives:      1497  0.399%  (0.913% of nonspam, 123619 weighted)
# False negatives:     52105  13.877%  (24.627% of spam, 136546 weighted)
# Average score for spam:  18.7    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              375468  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20465  99.07%
# Correctly spam:      19823  74.85%
# False positives:       193  0.93%
# False negatives:      6659  25.15%
# TCR(l=50): 1.623766  SpamRecall: 74.855%  SpamPrec: 99.036%

##### 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: 163309  99.65%
# Correctly spam:     126265  59.68%
# False positives:       581  0.35%
# False negatives:     85313  40.32%
# TCR(l=50): 1.850056  SpamRecall: 59.678%  SpamPrec: 99.542%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20595  99.70%
# Correctly spam:      15710  59.32%
# False positives:        63  0.30%
# False negatives:     10772  40.68%
# TCR(l=50): 1.902169  SpamRecall: 59.323%  SpamPrec: 99.601%