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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138523  40.269%  (97.993% of non-spam corpus)
# Correctly spam:      70636  20.534%  (34.859% of spam corpus)
# False positives:      2837  0.825%  (2.007% of nonspam, 120933 weighted)
# False negatives:    132000  38.373%  (65.141% of spam, 506226 weighted)
# Average score for spam:  5.5    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 3.8
# TOTAL:              343996  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17335  97.79%
# Correctly spam:       8903  35.14%
# False positives:       392  2.21%
# False negatives:     16430  64.86%
# TCR(l=50): 0.703109  SpamRecall: 35.144%  SpamPrec: 95.783%

##### 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: 137939  97.58%
# Correctly spam:      47706  23.54%
# False positives:      3421  2.42%
# False negatives:    154930  76.46%
# TCR(l=50): 0.621621  SpamRecall: 23.543%  SpamPrec: 93.309%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17292  97.55%
# Correctly spam:       6050  23.88%
# False positives:       435  2.45%
# False negatives:     19283  76.12%
# TCR(l=50): 0.617381  SpamRecall: 23.882%  SpamPrec: 93.292%