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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163725  51.506%  (97.647% of non-spam corpus)
# Correctly spam:      95760  30.125%  (63.752% of spam corpus)
# False positives:      3946  1.241%  (2.353% of nonspam, 108279 weighted)
# False negatives:     54446  17.128%  (36.248% of spam, 109007 weighted)
# Average score for spam:  8.7    nonspam: 0.9
# Average for false-pos:   6.1  false-neg: 2.0
# TOTAL:              317877  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20595  97.55%
# Correctly spam:      12025  63.74%
# False positives:       517  2.45%
# False negatives:      6842  36.26%
# TCR(l=50): 0.577114  SpamRecall: 63.736%  SpamPrec: 95.878%

##### 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: 164040  97.83%
# Correctly spam:      51692  34.41%
# False positives:      3631  2.17%
# False negatives:     98514  65.59%
# TCR(l=50): 0.536327  SpamRecall: 34.414%  SpamPrec: 93.437%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20685  97.98%
# Correctly spam:       6419  34.02%
# False positives:       427  2.02%
# False negatives:     12448  65.98%
# TCR(l=50): 0.558228  SpamRecall: 34.022%  SpamPrec: 93.763%