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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 241187  40.053%  (99.720% of non-spam corpus)
# Correctly spam:     270771  44.966%  (75.151% of spam corpus)
# False positives:       678  0.113%  (0.280% of nonspam,  29834 weighted)
# False negatives:     89531  14.868%  (24.849% of spam, 132630 weighted)
# Average score for spam:  12.0    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 1.5
# TOTAL:              602167  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30180  99.71%
# Correctly spam:      33728  75.14%
# False positives:        87  0.29%
# False negatives:     11160  24.86%
# TCR(l=50): 2.894133  SpamRecall: 75.138%  SpamPrec: 99.743%

##### 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: 232431  96.10%
# Correctly spam:     203220  56.40%
# False positives:      9434  3.90%
# False negatives:    157082  43.60%
# TCR(l=50): 0.573016  SpamRecall: 56.403%  SpamPrec: 95.564%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29087  96.10%
# Correctly spam:      25335  56.44%
# False positives:      1180  3.90%
# False negatives:     19553  43.56%
# TCR(l=50): 0.571436  SpamRecall: 56.440%  SpamPrec: 95.550%