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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 104049  8.083%  (99.235% of non-spam corpus)
# Correctly spam:     935103  72.645%  (79.087% of spam corpus)
# False positives:       802  0.062%  (0.765% of nonspam, 264202 weighted)
# False negatives:    247264  19.209%  (20.913% of spam, 640684 weighted)
# Average score for spam:  7.2    nonspam: 0.7
# Average for false-pos:   5.8  false-neg: 2.6
# TOTAL:              1287218  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  13106  98.99%
# Correctly spam:     117163  79.36%
# False positives:       134  1.01%
# False negatives:     30470  20.64%
# TCR(l=50): 3.971832  SpamRecall: 79.361%  SpamPrec: 99.886%

##### 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: 100839  96.17%
# Correctly spam:     620880  52.51%
# False positives:      4012  3.83%
# False negatives:    561487  47.49%
# TCR(l=50): 1.551486  SpamRecall: 52.512%  SpamPrec: 99.358%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  12729  96.14%
# Correctly spam:      77489  52.49%
# False positives:       511  3.86%
# False negatives:     70144  47.51%
# TCR(l=50): 1.542761  SpamRecall: 52.488%  SpamPrec: 99.345%