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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140252  17.734%  (97.216% of non-spam corpus)
# Correctly spam:     146178  18.483%  (22.607% of spam corpus)
# False positives:      4016  0.508%  (2.784% of nonspam, 542178 weighted)
# False negatives:    500429  63.275%  (77.393% of spam, 1183602 weighted)
# Average score for spam:  3.7    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              790875  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17600  97.28%
# Correctly spam:      18373  22.78%
# False positives:       493  2.72%
# False negatives:     62298  77.22%
# TCR(l=50): 0.927807  SpamRecall: 22.775%  SpamPrec: 97.387%

##### 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: 140543  97.42%
# Correctly spam:      63336  9.80%
# False positives:      3725  2.58%
# False negatives:    583271  90.20%
# TCR(l=50): 0.840272  SpamRecall: 9.795%  SpamPrec: 94.445%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17651  97.56%
# Correctly spam:       8001  9.92%
# False positives:       442  2.44%
# False negatives:     72670  90.08%
# TCR(l=50): 0.851229  SpamRecall: 9.918%  SpamPrec: 94.765%