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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144048  35.842%  (97.069% of non-spam corpus)
# Correctly spam:     233914  58.203%  (92.276% of spam corpus)
# False positives:      4350  1.082%  (2.931% of nonspam, 236486 weighted)
# False negatives:     19580  4.872%  (7.724% of spam,  53488 weighted)
# Average score for spam:  14.6    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              401892  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18023  96.78%
# Correctly spam:      29257  92.44%
# False positives:       599  3.22%
# False negatives:      2393  7.56%
# TCR(l=50): 0.978573  SpamRecall: 92.439%  SpamPrec: 97.994%

##### 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: 146276  98.57%
# Correctly spam:     156363  61.68%
# False positives:      2122  1.43%
# False negatives:     97131  38.32%
# TCR(l=50): 1.247320  SpamRecall: 61.683%  SpamPrec: 98.661%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18339  98.48%
# Correctly spam:      19570  61.83%
# False positives:       283  1.52%
# False negatives:     12080  38.17%
# TCR(l=50): 1.206634  SpamRecall: 61.833%  SpamPrec: 98.575%