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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150856  48.144%  (97.750% of non-spam corpus)
# Correctly spam:      59734  19.063%  (37.565% of spam corpus)
# False positives:      3473  1.108%  (2.250% of nonspam, 105459 weighted)
# False negatives:     99280  31.684%  (62.435% of spam, 339598 weighted)
# Average score for spam:  5.9    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.4
# TOTAL:              313343  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18941  97.57%
# Correctly spam:       7536  37.63%
# False positives:       471  2.43%
# False negatives:     12492  62.37%
# TCR(l=50): 0.555685  SpamRecall: 37.627%  SpamPrec: 94.118%

##### 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: 150448  97.49%
# Correctly spam:      42693  26.85%
# False positives:      3881  2.51%
# False negatives:    116321  73.15%
# TCR(l=50): 0.512335  SpamRecall: 26.849%  SpamPrec: 91.667%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18934  97.54%
# Correctly spam:       5395  26.94%
# False positives:       478  2.46%
# False negatives:     14633  73.06%
# TCR(l=50): 0.519762  SpamRecall: 26.937%  SpamPrec: 91.861%