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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167217  28.446%  (99.677% of non-spam corpus)
# Correctly spam:     413884  70.407%  (98.523% of spam corpus)
# False positives:       542  0.092%  (0.323% of nonspam,  84420 weighted)
# False negatives:      6204  1.055%  (1.477% of spam,  20965 weighted)
# Average score for spam:  21.1    nonspam: -0.7
# Average for false-pos:   6.2  false-neg: 3.4
# TOTAL:              587847  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21051  99.65%
# Correctly spam:      51607  98.57%
# False positives:        74  0.35%
# False negatives:       747  1.43%
# TCR(l=50): 11.772881  SpamRecall: 98.573%  SpamPrec: 99.857%

##### 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: 167615  99.91%
# Correctly spam:     399539  95.11%
# False positives:       144  0.09%
# False negatives:     20549  4.89%
# TCR(l=50): 15.138852  SpamRecall: 95.108%  SpamPrec: 99.964%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21104  99.90%
# Correctly spam:      49772  95.07%
# False positives:        21  0.10%
# False negatives:      2582  4.93%
# TCR(l=50): 14.414648  SpamRecall: 95.068%  SpamPrec: 99.958%