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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 209003  18.590%  (97.521% of non-spam corpus)
# Correctly spam:     553908  49.268%  (60.871% of spam corpus)
# False positives:      5313  0.473%  (2.479% of nonspam, 646815 weighted)
# False negatives:    356055  31.670%  (39.129% of spam, 834386 weighted)
# Average score for spam:  6.2    nonspam: 1.1
# Average for false-pos:   5.7  false-neg: 2.3
# TOTAL:              1124279  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26171  97.51%
# Correctly spam:      69351  61.06%
# False positives:       669  2.49%
# False negatives:     44225  38.94%
# TCR(l=50): 1.462195  SpamRecall: 61.061%  SpamPrec: 99.045%

##### 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: 209294  97.66%
# Correctly spam:     427267  46.95%
# False positives:      5022  2.34%
# False negatives:    482696  53.05%
# TCR(l=50): 1.240076  SpamRecall: 46.954%  SpamPrec: 98.838%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26230  97.73%
# Correctly spam:      53265  46.90%
# False positives:       610  2.27%
# False negatives:     60311  53.10%
# TCR(l=50): 1.250685  SpamRecall: 46.898%  SpamPrec: 98.868%