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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 621871  47.251%  (99.631% of non-spam corpus)
# Correctly spam:     527531  40.083%  (76.241% of spam corpus)
# False positives:      2301  0.175%  (0.369% of nonspam,  73574 weighted)
# False negatives:    164399  12.491%  (23.759% of spam, 337576 weighted)
# Average score for spam:  9.6    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.1
# TOTAL:              1316102  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  77549  99.48%
# Correctly spam:      65586  76.00%
# False positives:       406  0.52%
# False negatives:     20706  24.00%
# TCR(l=50): 2.104375  SpamRecall: 76.005%  SpamPrec: 99.385%

##### 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: 610415  97.80%
# Correctly spam:     273536  39.53%
# False positives:     13757  2.20%
# False negatives:    418394  60.47%
# TCR(l=50): 0.625477  SpamRecall: 39.532%  SpamPrec: 95.212%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  76257  97.82%
# Correctly spam:      34147  39.57%
# False positives:      1698  2.18%
# False negatives:     52145  60.43%
# TCR(l=50): 0.629662  SpamRecall: 39.571%  SpamPrec: 95.263%