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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156889  25.610%  (98.150% of non-spam corpus)
# Correctly spam:     390374  63.724%  (86.222% of spam corpus)
# False positives:      2957  0.483%  (1.850% of nonspam, 251575 weighted)
# False negatives:     62383  10.183%  (13.778% of spam, 118598 weighted)
# Average score for spam:  9.3    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 1.9
# TOTAL:              612603  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19690  97.77%
# Correctly spam:      48761  86.37%
# False positives:       449  2.23%
# False negatives:      7692  13.63%
# TCR(l=50): 1.872902  SpamRecall: 86.375%  SpamPrec: 99.088%

##### 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: 156490  97.90%
# Correctly spam:      78388  17.31%
# False positives:      3356  2.10%
# False negatives:    374369  82.69%
# TCR(l=50): 0.835085  SpamRecall: 17.313%  SpamPrec: 95.894%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19700  97.82%
# Correctly spam:       9793  17.35%
# False positives:       439  2.18%
# False negatives:     46660  82.65%
# TCR(l=50): 0.822810  SpamRecall: 17.347%  SpamPrec: 95.710%