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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 132400  13.291%  (98.974% of non-spam corpus)
# Correctly spam:     855253  85.852%  (99.169% of spam corpus)
# False positives:      1372  0.138%  (1.026% of nonspam, 1574316 weighted)
# False negatives:      7171  0.720%  (0.831% of spam,  19669 weighted)
# Average score for spam:  23.1    nonspam: -0.9
# Average for false-pos:   17.8  false-neg: 2.7
# TOTAL:              996196  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16585  98.93%
# Correctly spam:     106696  99.15%
# False positives:       180  1.07%
# False negatives:       917  0.85%
# TCR(l=50): 10.851366  SpamRecall: 99.148%  SpamPrec: 99.832%

##### 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: 132307  98.90%
# Correctly spam:     839199  97.31%
# False positives:      1465  1.10%
# False negatives:     23225  2.69%
# TCR(l=50): 8.939352  SpamRecall: 97.307%  SpamPrec: 99.826%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16575  98.87%
# Correctly spam:     104639  97.24%
# False positives:       190  1.13%
# False negatives:      2974  2.76%
# TCR(l=50): 8.626984  SpamRecall: 97.236%  SpamPrec: 99.819%