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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 244020  36.626%  (99.193% of non-spam corpus)
# Correctly spam:     306440  45.995%  (72.919% of spam corpus)
# False positives:      1985  0.298%  (0.807% of nonspam, 107089 weighted)
# False negatives:    113807  17.082%  (27.081% of spam, 267643 weighted)
# Average score for spam:  7.7    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              666252  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30469  99.20%
# Correctly spam:      38126  72.80%
# False positives:       247  0.80%
# False negatives:     14243  27.20%
# TCR(l=50): 1.969278  SpamRecall: 72.803%  SpamPrec: 99.356%

##### 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: 240080  97.59%
# Correctly spam:     181105  43.09%
# False positives:      5925  2.41%
# False negatives:    239142  56.91%
# TCR(l=50): 0.784933  SpamRecall: 43.095%  SpamPrec: 96.832%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30011  97.70%
# Correctly spam:      22471  42.91%
# False positives:       705  2.30%
# False negatives:     29898  57.09%
# TCR(l=50): 0.803847  SpamRecall: 42.909%  SpamPrec: 96.958%